Dataset statistics
| Number of variables | 32 |
|---|---|
| Number of observations | 19708 |
| Missing cells | 151204 |
| Missing cells (%) | 24.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.7 MiB |
| Average record size in memory | 461.3 B |
Variable types
| NUM | 28 |
|---|---|
| CAT | 4 |
Reproduction
| Analysis started | 2020-05-26 01:56:37.053548 |
|---|---|
| Analysis finished | 2020-05-26 01:58:39.375938 |
| Duration | 2 minutes and 2.32 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
iso_code has a high cardinality: 211 distinct values | High cardinality |
location has a high cardinality: 212 distinct values | High cardinality |
date has a high cardinality: 147 distinct values | High cardinality |
new_cases is highly correlated with total_cases and 1 other fields | High correlation |
total_cases is highly correlated with new_cases and 2 other fields | High correlation |
total_deaths is highly correlated with total_cases | High correlation |
new_deaths is highly correlated with new_cases | High correlation |
total_tests is highly correlated with total_cases and 2 other fields | High correlation |
new_tests is highly correlated with total_tests and 1 other fields | High correlation |
new_tests_smoothed is highly correlated with total_tests and 1 other fields | High correlation |
new_tests_smoothed_per_thousand is highly correlated with new_tests_per_thousand | High correlation |
new_tests_per_thousand is highly correlated with new_tests_smoothed_per_thousand | High correlation |
aged_65_older is highly correlated with median_age and 1 other fields | High correlation |
median_age is highly correlated with aged_65_older | High correlation |
aged_70_older is highly correlated with aged_65_older | High correlation |
total_cases_per_million has 377 (1.9%) missing values | Missing |
new_cases_per_million has 377 (1.9%) missing values | Missing |
total_deaths_per_million has 377 (1.9%) missing values | Missing |
new_deaths_per_million has 377 (1.9%) missing values | Missing |
total_tests has 14421 (73.2%) missing values | Missing |
new_tests has 15009 (76.2%) missing values | Missing |
total_tests_per_thousand has 14421 (73.2%) missing values | Missing |
new_tests_per_thousand has 15009 (76.2%) missing values | Missing |
new_tests_smoothed has 13923 (70.6%) missing values | Missing |
new_tests_smoothed_per_thousand has 13923 (70.6%) missing values | Missing |
tests_units has 13324 (67.6%) missing values | Missing |
stringency_index has 4490 (22.8%) missing values | Missing |
population_density has 862 (4.4%) missing values | Missing |
median_age has 1767 (9.0%) missing values | Missing |
aged_65_older has 2007 (10.2%) missing values | Missing |
aged_70_older has 1857 (9.4%) missing values | Missing |
gdp_per_capita has 2010 (10.2%) missing values | Missing |
extreme_poverty has 7968 (40.4%) missing values | Missing |
cvd_death_rate has 1841 (9.3%) missing values | Missing |
diabetes_prevalence has 1191 (6.0%) missing values | Missing |
female_smokers has 5121 (26.0%) missing values | Missing |
male_smokers has 5277 (26.8%) missing values | Missing |
handwashing_facilities has 11942 (60.6%) missing values | Missing |
hospital_beds_per_100k has 3205 (16.3%) missing values | Missing |
new_cases_per_million is highly skewed (γ1 = 31.5567942) | Skewed |
new_deaths_per_million is highly skewed (γ1 = 23.47596217) | Skewed |
total_cases has 3324 (16.9%) zeros | Zeros |
new_cases has 8292 (42.1%) zeros | Zeros |
total_deaths has 8638 (43.8%) zeros | Zeros |
new_deaths has 13918 (70.6%) zeros | Zeros |
total_cases_per_million has 2975 (15.1%) zeros | Zeros |
new_cases_per_million has 7933 (40.3%) zeros | Zeros |
total_deaths_per_million has 8284 (42.0%) zeros | Zeros |
new_deaths_per_million has 13550 (68.8%) zeros | Zeros |
new_tests_smoothed_per_thousand has 237 (1.2%) zeros | Zeros |
stringency_index has 2100 (10.7%) zeros | Zeros |
| Distinct count | 211 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 64 |
| Missing (%) | 0.3% |
| Memory size | 154.1 KiB |
| ISR | 147 |
|---|---|
| CHN | 147 |
| SWE | 147 |
| BRA | 147 |
| NLD | 147 |
| Other values (206) |
| Value | Count | Frequency (%) | |
| ISR | 147 | 0.7% | |
| CHN | 147 | 0.7% | |
| SWE | 147 | 0.7% | |
| BRA | 147 | 0.7% | |
| NLD | 147 | 0.7% | |
| GRC | 147 | 0.7% | |
| NOR | 147 | 0.7% | |
| IRN | 147 | 0.7% | |
| OWID_WRL | 147 | 0.7% | |
| VNM | 147 | 0.7% | |
| ISL | 147 | 0.7% | |
| GBR | 147 | 0.7% | |
| SGP | 147 | 0.7% | |
| MEX | 147 | 0.7% | |
| KOR | 147 | 0.7% | |
| FIN | 147 | 0.7% | |
| CZE | 147 | 0.7% | |
| DEU | 147 | 0.7% | |
| RUS | 147 | 0.7% | |
| LTU | 147 | 0.7% | |
| JPN | 147 | 0.7% | |
| ITA | 147 | 0.7% | |
| USA | 147 | 0.7% | |
| HRV | 147 | 0.7% | |
| FRA | 147 | 0.7% | |
| Other values (186) | 15969 | 81.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.0372945 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| R | 4890 | 8.2% | |
| A | 4680 | 7.8% | |
| N | 4328 | 7.2% | |
| M | 3492 | 5.8% | |
| L | 3301 | 5.5% | |
| S | 3219 | 5.4% | |
| E | 3021 | 5.0% | |
| G | 2986 | 5.0% | |
| B | 2883 | 4.8% | |
| I | 2651 | 4.4% | |
| T | 2594 | 4.3% | |
| C | 2455 | 4.1% | |
| U | 2381 | 4.0% | |
| D | 2256 | 3.8% | |
| O | 2113 | 3.5% | |
| P | 1798 | 3.0% | |
| H | 1742 | 2.9% | |
| K | 1688 | 2.8% | |
| Z | 1299 | 2.2% | |
| W | 1176 | 2.0% | |
| V | 1154 | 1.9% | |
| Y | 1102 | 1.8% | |
| F | 939 | 1.6% | |
| J | 522 | 0.9% | |
| X | 490 | 0.8% | |
| Other values (4) | 699 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 59520 | 99.4% | |
| Lowercase Letter | 192 | 0.3% | |
| Connector Punctuation | 147 | 0.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| R | 4890 | 8.2% | |
| A | 4680 | 7.9% | |
| N | 4328 | 7.3% | |
| M | 3492 | 5.9% | |
| L | 3301 | 5.5% | |
| S | 3219 | 5.4% | |
| E | 3021 | 5.1% | |
| G | 2986 | 5.0% | |
| B | 2883 | 4.8% | |
| I | 2651 | 4.5% | |
| T | 2594 | 4.4% | |
| C | 2455 | 4.1% | |
| U | 2381 | 4.0% | |
| D | 2256 | 3.8% | |
| O | 2113 | 3.6% | |
| P | 1798 | 3.0% | |
| H | 1742 | 2.9% | |
| K | 1688 | 2.8% | |
| Z | 1299 | 2.2% | |
| W | 1176 | 2.0% | |
| V | 1154 | 1.9% | |
| Y | 1102 | 1.9% | |
| F | 939 | 1.6% | |
| J | 522 | 0.9% | |
| X | 490 | 0.8% |
Most frequent Connector Punctuation characters
| Value | Count | Frequency (%) | |
| _ | 147 | 100.0% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 128 | 66.7% | |
| a | 64 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 59712 | 99.8% | |
| Common | 147 | 0.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| R | 4890 | 8.2% | |
| A | 4680 | 7.8% | |
| N | 4328 | 7.2% | |
| M | 3492 | 5.8% | |
| L | 3301 | 5.5% | |
| S | 3219 | 5.4% | |
| E | 3021 | 5.1% | |
| G | 2986 | 5.0% | |
| B | 2883 | 4.8% | |
| I | 2651 | 4.4% | |
| T | 2594 | 4.3% | |
| C | 2455 | 4.1% | |
| U | 2381 | 4.0% | |
| D | 2256 | 3.8% | |
| O | 2113 | 3.5% | |
| P | 1798 | 3.0% | |
| H | 1742 | 2.9% | |
| K | 1688 | 2.8% | |
| Z | 1299 | 2.2% | |
| W | 1176 | 2.0% | |
| V | 1154 | 1.9% | |
| Y | 1102 | 1.8% | |
| F | 939 | 1.6% | |
| J | 522 | 0.9% | |
| X | 490 | 0.8% | |
| Other values (3) | 552 | 0.9% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| _ | 147 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 59859 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| R | 4890 | 8.2% | |
| A | 4680 | 7.8% | |
| N | 4328 | 7.2% | |
| M | 3492 | 5.8% | |
| L | 3301 | 5.5% | |
| S | 3219 | 5.4% | |
| E | 3021 | 5.0% | |
| G | 2986 | 5.0% | |
| B | 2883 | 4.8% | |
| I | 2651 | 4.4% | |
| T | 2594 | 4.3% | |
| C | 2455 | 4.1% | |
| U | 2381 | 4.0% | |
| D | 2256 | 3.8% | |
| O | 2113 | 3.5% | |
| P | 1798 | 3.0% | |
| H | 1742 | 2.9% | |
| K | 1688 | 2.8% | |
| Z | 1299 | 2.2% | |
| W | 1176 | 2.0% | |
| V | 1154 | 1.9% | |
| Y | 1102 | 1.8% | |
| F | 939 | 1.6% | |
| J | 522 | 0.9% | |
| X | 490 | 0.8% | |
| Other values (4) | 699 | 1.2% |
| Distinct count | 212 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 154.1 KiB |
| Australia | 147 |
|---|---|
| Canada | 147 |
| Austria | 147 |
| Germany | 147 |
| Mexico | 147 |
| Other values (207) |
| Value | Count | Frequency (%) | |
| Australia | 147 | 0.7% | |
| Canada | 147 | 0.7% | |
| Austria | 147 | 0.7% | |
| Germany | 147 | 0.7% | |
| Mexico | 147 | 0.7% | |
| Vietnam | 147 | 0.7% | |
| Israel | 147 | 0.7% | |
| Brazil | 147 | 0.7% | |
| Iceland | 147 | 0.7% | |
| France | 147 | 0.7% | |
| Netherlands | 147 | 0.7% | |
| China | 147 | 0.7% | |
| Switzerland | 147 | 0.7% | |
| Denmark | 147 | 0.7% | |
| Singapore | 147 | 0.7% | |
| Italy | 147 | 0.7% | |
| Japan | 147 | 0.7% | |
| Belgium | 147 | 0.7% | |
| Norway | 147 | 0.7% | |
| Russia | 147 | 0.7% | |
| Malaysia | 147 | 0.7% | |
| Iran | 147 | 0.7% | |
| United States | 147 | 0.7% | |
| Nepal | 147 | 0.7% | |
| Estonia | 147 | 0.7% | |
| Other values (187) | 16033 | 81.4% |
Length
| Max length | 32 |
|---|---|
| Median length | 7 |
| Mean length | 8.609042013 |
| Min length | 4 |
Most occurring characters
| Value | Count | Frequency (%) | |
| a | 25514 | 15.0% | |
| i | 14573 | 8.6% | |
| n | 14453 | 8.5% | |
| e | 12086 | 7.1% | |
| r | 9958 | 5.9% | |
| o | 8335 | 4.9% | |
| t | 6775 | 4.0% | |
| l | 6330 | 3.7% | |
| d | 5748 | 3.4% | |
| u | 5687 | 3.4% | |
| s | 5618 | 3.3% | |
| 5392 | 3.2% | ||
| c | 3330 | 2.0% | |
| g | 3302 | 1.9% | |
| m | 3227 | 1.9% | |
| S | 2835 | 1.7% | |
| b | 2679 | 1.6% | |
| h | 2551 | 1.5% | |
| y | 1934 | 1.1% | |
| C | 1894 | 1.1% | |
| M | 1891 | 1.1% | |
| p | 1834 | 1.1% | |
| B | 1807 | 1.1% | |
| I | 1794 | 1.1% | |
| A | 1740 | 1.0% | |
| Other values (31) | 18380 | 10.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 139626 | 82.3% | |
| Uppercase Letter | 24394 | 14.4% | |
| Space Separator | 5392 | 3.2% | |
| Other Punctuation | 73 | < 0.1% | |
| Open Punctuation | 61 | < 0.1% | |
| Close Punctuation | 61 | < 0.1% | |
| Dash Punctuation | 60 | < 0.1% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| S | 2835 | 11.6% | |
| C | 1894 | 7.8% | |
| M | 1891 | 7.8% | |
| B | 1807 | 7.4% | |
| I | 1794 | 7.4% | |
| A | 1740 | 7.1% | |
| G | 1463 | 6.0% | |
| N | 1177 | 4.8% | |
| L | 1063 | 4.4% | |
| P | 1014 | 4.2% | |
| R | 932 | 3.8% | |
| T | 927 | 3.8% | |
| E | 905 | 3.7% | |
| K | 903 | 3.7% | |
| U | 778 | 3.2% | |
| F | 622 | 2.5% | |
| D | 552 | 2.3% | |
| V | 542 | 2.2% | |
| H | 407 | 1.7% | |
| J | 362 | 1.5% | |
| Z | 279 | 1.1% | |
| W | 177 | 0.7% | |
| Q | 143 | 0.6% | |
| O | 141 | 0.6% | |
| Y | 46 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| a | 25514 | 18.3% | |
| i | 14573 | 10.4% | |
| n | 14453 | 10.4% | |
| e | 12086 | 8.7% | |
| r | 9958 | 7.1% | |
| o | 8335 | 6.0% | |
| t | 6775 | 4.9% | |
| l | 6330 | 4.5% | |
| d | 5748 | 4.1% | |
| u | 5687 | 4.1% | |
| s | 5618 | 4.0% | |
| c | 3330 | 2.4% | |
| g | 3302 | 2.4% | |
| m | 3227 | 2.3% | |
| b | 2679 | 1.9% | |
| h | 2551 | 1.8% | |
| y | 1934 | 1.4% | |
| p | 1834 | 1.3% | |
| w | 1326 | 0.9% | |
| z | 1209 | 0.9% | |
| k | 1010 | 0.7% | |
| v | 822 | 0.6% | |
| f | 457 | 0.3% | |
| j | 300 | 0.2% | |
| x | 287 | 0.2% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 5392 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ' | 73 | 100.0% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 60 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 61 | 100.0% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 61 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 164020 | 96.7% | |
| Common | 5647 | 3.3% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| a | 25514 | 15.6% | |
| i | 14573 | 8.9% | |
| n | 14453 | 8.8% | |
| e | 12086 | 7.4% | |
| r | 9958 | 6.1% | |
| o | 8335 | 5.1% | |
| t | 6775 | 4.1% | |
| l | 6330 | 3.9% | |
| d | 5748 | 3.5% | |
| u | 5687 | 3.5% | |
| s | 5618 | 3.4% | |
| c | 3330 | 2.0% | |
| g | 3302 | 2.0% | |
| m | 3227 | 2.0% | |
| S | 2835 | 1.7% | |
| b | 2679 | 1.6% | |
| h | 2551 | 1.6% | |
| y | 1934 | 1.2% | |
| C | 1894 | 1.2% | |
| M | 1891 | 1.2% | |
| p | 1834 | 1.1% | |
| B | 1807 | 1.1% | |
| I | 1794 | 1.1% | |
| A | 1740 | 1.1% | |
| G | 1463 | 0.9% | |
| Other values (26) | 16662 | 10.2% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 5392 | 95.5% | ||
| ' | 73 | 1.3% | |
| ( | 61 | 1.1% | |
| ) | 61 | 1.1% | |
| - | 60 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 169667 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| a | 25514 | 15.0% | |
| i | 14573 | 8.6% | |
| n | 14453 | 8.5% | |
| e | 12086 | 7.1% | |
| r | 9958 | 5.9% | |
| o | 8335 | 4.9% | |
| t | 6775 | 4.0% | |
| l | 6330 | 3.7% | |
| d | 5748 | 3.4% | |
| u | 5687 | 3.4% | |
| s | 5618 | 3.3% | |
| 5392 | 3.2% | ||
| c | 3330 | 2.0% | |
| g | 3302 | 1.9% | |
| m | 3227 | 1.9% | |
| S | 2835 | 1.7% | |
| b | 2679 | 1.6% | |
| h | 2551 | 1.5% | |
| y | 1934 | 1.1% | |
| C | 1894 | 1.1% | |
| M | 1891 | 1.1% | |
| p | 1834 | 1.1% | |
| B | 1807 | 1.1% | |
| I | 1794 | 1.1% | |
| A | 1740 | 1.0% | |
| Other values (31) | 18380 | 10.8% |
| Distinct count | 147 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 154.1 KiB |
| 2020-05-18 | 211 |
|---|---|
| 2020-05-19 | 211 |
| 2020-05-15 | 211 |
| 2020-05-17 | 211 |
| 2020-05-16 | 211 |
| Other values (142) |
| Value | Count | Frequency (%) | |
| 2020-05-18 | 211 | 1.1% | |
| 2020-05-19 | 211 | 1.1% | |
| 2020-05-15 | 211 | 1.1% | |
| 2020-05-17 | 211 | 1.1% | |
| 2020-05-16 | 211 | 1.1% | |
| 2020-05-20 | 210 | 1.1% | |
| 2020-05-12 | 210 | 1.1% | |
| 2020-05-07 | 210 | 1.1% | |
| 2020-05-10 | 210 | 1.1% | |
| 2020-05-21 | 210 | 1.1% | |
| 2020-05-05 | 210 | 1.1% | |
| 2020-05-13 | 210 | 1.1% | |
| 2020-05-03 | 210 | 1.1% | |
| 2020-05-04 | 210 | 1.1% | |
| 2020-05-08 | 210 | 1.1% | |
| 2020-05-22 | 210 | 1.1% | |
| 2020-05-11 | 210 | 1.1% | |
| 2020-05-09 | 210 | 1.1% | |
| 2020-05-14 | 210 | 1.1% | |
| 2020-05-02 | 210 | 1.1% | |
| 2020-05-06 | 210 | 1.1% | |
| 2020-05-24 | 210 | 1.1% | |
| 2020-05-23 | 210 | 1.1% | |
| 2020-05-25 | 209 | 1.1% | |
| 2020-05-01 | 209 | 1.1% | |
| Other values (122) | 14455 | 73.3% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 0 | 66413 | 33.7% | |
| 2 | 50060 | 25.4% | |
| - | 39416 | 20.0% | |
| 1 | 11298 | 5.7% | |
| 4 | 8198 | 4.2% | |
| 5 | 7291 | 3.7% | |
| 3 | 6844 | 3.5% | |
| 9 | 1956 | 1.0% | |
| 7 | 1874 | 1.0% | |
| 8 | 1874 | 1.0% | |
| 6 | 1856 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 157664 | 80.0% | |
| Dash Punctuation | 39416 | 20.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 0 | 66413 | 42.1% | |
| 2 | 50060 | 31.8% | |
| 1 | 11298 | 7.2% | |
| 4 | 8198 | 5.2% | |
| 5 | 7291 | 4.6% | |
| 3 | 6844 | 4.3% | |
| 9 | 1956 | 1.2% | |
| 7 | 1874 | 1.2% | |
| 8 | 1874 | 1.2% | |
| 6 | 1856 | 1.2% |
Most frequent Dash Punctuation characters
| Value | Count | Frequency (%) | |
| - | 39416 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 197080 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 0 | 66413 | 33.7% | |
| 2 | 50060 | 25.4% | |
| - | 39416 | 20.0% | |
| 1 | 11298 | 5.7% | |
| 4 | 8198 | 4.2% | |
| 5 | 7291 | 3.7% | |
| 3 | 6844 | 3.5% | |
| 9 | 1956 | 1.0% | |
| 7 | 1874 | 1.0% | |
| 8 | 1874 | 1.0% | |
| 6 | 1856 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 197080 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 0 | 66413 | 33.7% | |
| 2 | 50060 | 25.4% | |
| - | 39416 | 20.0% | |
| 1 | 11298 | 5.7% | |
| 4 | 8198 | 4.2% | |
| 5 | 7291 | 3.7% | |
| 3 | 6844 | 3.5% | |
| 9 | 1956 | 1.0% | |
| 7 | 1874 | 1.0% | |
| 8 | 1874 | 1.0% | |
| 6 | 1856 | 0.9% |
| Distinct count | 5293 |
|---|---|
| Unique (%) | 26.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17896.287801907856 |
|---|---|
| Minimum | 0 |
| Maximum | 5371700 |
| Zeros | 3324 |
| Zeros (%) | 16.9% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 86 |
| Q3 | 1163 |
| 95-th percentile | 34797.8 |
| Maximum | 5371700 |
| Range | 5371700 |
| Interquartile range (IQR) | 1158 |
Descriptive statistics
| Standard deviation | 184328.0551 |
|---|---|
| Coefficient of variation (CV) | 10.29979274 |
| Kurtosis | 440.718936 |
| Mean | 17896.2878 |
| Median Absolute Deviation (MAD) | 86 |
| Skewness | 19.68076068 |
| Sum | 352700040 |
| Variance | 3.397683192e+10 |
| Value | Count | Frequency (%) | |
| 0 | 3324 | 16.9% | |
| 1 | 624 | 3.2% | |
| 3 | 342 | 1.7% | |
| 2 | 312 | 1.6% | |
| 11 | 283 | 1.4% | |
| 16 | 237 | 1.2% | |
| 18 | 229 | 1.2% | |
| 6 | 217 | 1.1% | |
| 7 | 200 | 1.0% | |
| 8 | 195 | 1.0% | |
| 5 | 194 | 1.0% | |
| 4 | 175 | 0.9% | |
| 10 | 172 | 0.9% | |
| 15 | 170 | 0.9% | |
| 12 | 160 | 0.8% | |
| 14 | 144 | 0.7% | |
| 9 | 143 | 0.7% | |
| 19 | 143 | 0.7% | |
| 13 | 127 | 0.6% | |
| 24 | 104 | 0.5% | |
| 25 | 100 | 0.5% | |
| 39 | 76 | 0.4% | |
| 21 | 75 | 0.4% | |
| 17 | 75 | 0.4% | |
| 22 | 67 | 0.3% | |
| Other values (5268) | 11820 | 60.0% |
| Value | Count | Frequency (%) | |
| 0 | 3324 | 16.9% | |
| 1 | 624 | 3.2% | |
| 2 | 312 | 1.6% | |
| 3 | 342 | 1.7% | |
| 4 | 175 | 0.9% | |
| 5 | 194 | 1.0% | |
| 6 | 217 | 1.1% | |
| 7 | 200 | 1.0% | |
| 8 | 195 | 1.0% | |
| 9 | 143 | 0.7% |
| Value | Count | Frequency (%) | |
| 5371700 | 1 | < 0.1% | |
| 5277067 | 1 | < 0.1% | |
| 5175936 | 1 | < 0.1% | |
| 5069366 | 1 | < 0.1% | |
| 4961457 | 1 | < 0.1% | |
| 4861974 | 1 | < 0.1% | |
| 4766899 | 1 | < 0.1% | |
| 4679764 | 1 | < 0.1% | |
| 4598546 | 1 | < 0.1% | |
| 4504351 | 1 | < 0.1% |
| Distinct count | 1775 |
|---|---|
| Unique (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 545.1288816724173 |
|---|---|
| Minimum | -2461 |
| Maximum | 107909 |
| Zeros | 8292 |
| Zeros (%) | 42.1% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | -2461 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 44 |
| 95-th percentile | 1126.6 |
| Maximum | 107909 |
| Range | 110370 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 4886.065724 |
|---|---|
| Coefficient of variation (CV) | 8.963138605 |
| Kurtosis | 258.3124905 |
| Mean | 545.1288817 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 15.37998824 |
| Sum | 10743400 |
| Variance | 23873638.26 |
| Value | Count | Frequency (%) | |
| 0 | 8292 | 42.1% | |
| 1 | 1106 | 5.6% | |
| 2 | 672 | 3.4% | |
| 3 | 450 | 2.3% | |
| 4 | 377 | 1.9% | |
| 6 | 298 | 1.5% | |
| 5 | 291 | 1.5% | |
| 8 | 215 | 1.1% | |
| 7 | 215 | 1.1% | |
| 9 | 198 | 1.0% | |
| 10 | 193 | 1.0% | |
| 11 | 163 | 0.8% | |
| 12 | 148 | 0.8% | |
| 15 | 138 | 0.7% | |
| 13 | 133 | 0.7% | |
| 14 | 122 | 0.6% | |
| 17 | 105 | 0.5% | |
| 16 | 104 | 0.5% | |
| 19 | 95 | 0.5% | |
| 18 | 92 | 0.5% | |
| 21 | 86 | 0.4% | |
| 22 | 85 | 0.4% | |
| 20 | 82 | 0.4% | |
| 27 | 71 | 0.4% | |
| 28 | 66 | 0.3% | |
| Other values (1750) | 5911 | 30.0% |
| Value | Count | Frequency (%) | |
| -2461 | 1 | < 0.1% | |
| -1480 | 1 | < 0.1% | |
| -713 | 1 | < 0.1% | |
| -525 | 1 | < 0.1% | |
| -209 | 1 | < 0.1% | |
| -161 | 1 | < 0.1% | |
| -105 | 1 | < 0.1% | |
| -50 | 1 | < 0.1% | |
| -9 | 2 | < 0.1% | |
| 0 | 8292 | 42.1% |
| Value | Count | Frequency (%) | |
| 107909 | 1 | < 0.1% | |
| 106570 | 1 | < 0.1% | |
| 101131 | 1 | < 0.1% | |
| 100548 | 1 | < 0.1% | |
| 99483 | 1 | < 0.1% | |
| 98034 | 1 | < 0.1% | |
| 96665 | 1 | < 0.1% | |
| 95075 | 1 | < 0.1% | |
| 94633 | 1 | < 0.1% | |
| 94195 | 1 | < 0.1% |
| Distinct count | 1810 |
|---|---|
| Unique (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1186.84260198904 |
|---|---|
| Minimum | 0 |
| Maximum | 344815 |
| Zeros | 8638 |
| Zeros (%) | 43.8% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 25 |
| 95-th percentile | 1586.25 |
| Maximum | 344815 |
| Range | 344815 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 12583.26985 |
|---|---|
| Coefficient of variation (CV) | 10.60230718 |
| Kurtosis | 428.1766874 |
| Mean | 1186.842602 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 19.4447264 |
| Sum | 23390294 |
| Variance | 158338680 |
| Value | Count | Frequency (%) | |
| 0 | 8638 | 43.8% | |
| 1 | 1434 | 7.3% | |
| 2 | 684 | 3.5% | |
| 3 | 573 | 2.9% | |
| 5 | 363 | 1.8% | |
| 4 | 352 | 1.8% | |
| 6 | 324 | 1.6% | |
| 7 | 283 | 1.4% | |
| 10 | 278 | 1.4% | |
| 9 | 274 | 1.4% | |
| 8 | 262 | 1.3% | |
| 12 | 145 | 0.7% | |
| 11 | 140 | 0.7% | |
| 21 | 114 | 0.6% | |
| 13 | 100 | 0.5% | |
| 14 | 95 | 0.5% | |
| 15 | 93 | 0.5% | |
| 17 | 89 | 0.5% | |
| 20 | 89 | 0.5% | |
| 18 | 75 | 0.4% | |
| 19 | 74 | 0.4% | |
| 24 | 73 | 0.4% | |
| 26 | 71 | 0.4% | |
| 25 | 67 | 0.3% | |
| 22 | 67 | 0.3% | |
| Other values (1785) | 4951 | 25.1% |
| Value | Count | Frequency (%) | |
| 0 | 8638 | 43.8% | |
| 1 | 1434 | 7.3% | |
| 2 | 684 | 3.5% | |
| 3 | 573 | 2.9% | |
| 4 | 352 | 1.8% | |
| 5 | 363 | 1.8% | |
| 6 | 324 | 1.6% | |
| 7 | 283 | 1.4% | |
| 8 | 262 | 1.3% | |
| 9 | 274 | 1.4% |
| Value | Count | Frequency (%) | |
| 344815 | 1 | < 0.1% | |
| 342078 | 1 | < 0.1% | |
| 338089 | 1 | < 0.1% | |
| 333399 | 1 | < 0.1% | |
| 327956 | 1 | < 0.1% | |
| 323156 | 1 | < 0.1% | |
| 317928 | 1 | < 0.1% | |
| 314666 | 1 | < 0.1% | |
| 311693 | 1 | < 0.1% | |
| 307425 | 1 | < 0.1% |
| Distinct count | 567 |
|---|---|
| Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.99238887761315 |
|---|---|
| Minimum | 0 |
| Maximum | 10520 |
| Zeros | 13918 |
| Zeros (%) | 70.6% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 57 |
| Maximum | 10520 |
| Range | 10520 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 333.7937855 |
|---|---|
| Coefficient of variation (CV) | 9.539039664 |
| Kurtosis | 325.1910002 |
| Mean | 34.99238888 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.74493485 |
| Sum | 689630 |
| Variance | 111418.2912 |
| Value | Count | Frequency (%) | |
| 0 | 13918 | 70.6% | |
| 1 | 1398 | 7.1% | |
| 2 | 695 | 3.5% | |
| 3 | 421 | 2.1% | |
| 4 | 333 | 1.7% | |
| 5 | 223 | 1.1% | |
| 6 | 192 | 1.0% | |
| 7 | 159 | 0.8% | |
| 8 | 131 | 0.7% | |
| 10 | 116 | 0.6% | |
| 9 | 112 | 0.6% | |
| 11 | 85 | 0.4% | |
| 12 | 67 | 0.3% | |
| 13 | 66 | 0.3% | |
| 15 | 59 | 0.3% | |
| 16 | 53 | 0.3% | |
| 14 | 51 | 0.3% | |
| 17 | 43 | 0.2% | |
| 18 | 39 | 0.2% | |
| 21 | 36 | 0.2% | |
| 22 | 32 | 0.2% | |
| 28 | 29 | 0.1% | |
| 25 | 28 | 0.1% | |
| 20 | 26 | 0.1% | |
| 19 | 26 | 0.1% | |
| Other values (542) | 1370 | 7.0% |
| Value | Count | Frequency (%) | |
| 0 | 13918 | 70.6% | |
| 1 | 1398 | 7.1% | |
| 2 | 695 | 3.5% | |
| 3 | 421 | 2.1% | |
| 4 | 333 | 1.7% | |
| 5 | 223 | 1.1% | |
| 6 | 192 | 1.0% | |
| 7 | 159 | 0.8% | |
| 8 | 131 | 0.7% | |
| 9 | 112 | 0.6% |
| Value | Count | Frequency (%) | |
| 10520 | 1 | < 0.1% | |
| 8709 | 1 | < 0.1% | |
| 8568 | 1 | < 0.1% | |
| 7663 | 1 | < 0.1% | |
| 7604 | 1 | < 0.1% | |
| 7445 | 1 | < 0.1% | |
| 7444 | 1 | < 0.1% | |
| 7284 | 1 | < 0.1% | |
| 7221 | 1 | < 0.1% | |
| 6671 | 1 | < 0.1% |
| Distinct count | 10761 |
|---|---|
| Unique (%) | 55.7% |
| Missing | 377 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 507.0767049299053 |
|---|---|
| Minimum | 0.0 |
| Maximum | 19594.555 |
| Zeros | 2975 |
| Zeros (%) | 15.1% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.647 |
| median | 27.963 |
| Q3 | 255.318 |
| 95-th percentile | 2799.693 |
| Maximum | 19594.555 |
| Range | 19594.555 |
| Interquartile range (IQR) | 254.671 |
Descriptive statistics
| Standard deviation | 1474.006311 |
|---|---|
| Coefficient of variation (CV) | 2.906870492 |
| Kurtosis | 55.62799288 |
| Mean | 507.0767049 |
| Median Absolute Deviation (MAD) | 27.963 |
| Skewness | 6.377783613 |
| Sum | 9802299.783 |
| Variance | 2172694.604 |
| Value | Count | Frequency (%) | |
| 0 | 2975 | 15.1% | |
| 0.034 | 67 | 0.3% | |
| 199.973 | 53 | 0.3% | |
| 63.049 | 52 | 0.3% | |
| 193.757 | 50 | 0.3% | |
| 17.046 | 48 | 0.2% | |
| 6.297 | 46 | 0.2% | |
| 222.25 | 46 | 0.2% | |
| 2.611 | 45 | 0.2% | |
| 2200.44 | 43 | 0.2% | |
| 45.269 | 42 | 0.2% | |
| 111.857 | 41 | 0.2% | |
| 7.297 | 40 | 0.2% | |
| 0.06 | 39 | 0.2% | |
| 10.997 | 36 | 0.2% | |
| 0.014 | 36 | 0.2% | |
| 281.997 | 36 | 0.2% | |
| 20.079 | 35 | 0.2% | |
| 0.047 | 35 | 0.2% | |
| 0.894 | 34 | 0.2% | |
| 228.824 | 33 | 0.2% | |
| 3826.87 | 32 | 0.2% | |
| 18.203 | 31 | 0.2% | |
| 0.027 | 31 | 0.2% | |
| 3732.415 | 30 | 0.2% | |
| Other values (10736) | 15375 | 78.0% | |
| (Missing) | 377 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 2975 | 15.1% | |
| 0.001 | 5 | < 0.1% | |
| 0.002 | 28 | 0.1% | |
| 0.003 | 7 | < 0.1% | |
| 0.004 | 2 | < 0.1% | |
| 0.005 | 8 | < 0.1% | |
| 0.006 | 4 | < 0.1% | |
| 0.007 | 1 | < 0.1% | |
| 0.008 | 22 | 0.1% | |
| 0.009 | 12 | 0.1% |
| Value | Count | Frequency (%) | |
| 19594.555 | 2 | < 0.1% | |
| 19476.693 | 1 | < 0.1% | |
| 19388.296 | 1 | < 0.1% | |
| 19329.365 | 1 | < 0.1% | |
| 19299.9 | 1 | < 0.1% | |
| 19270.434 | 2 | < 0.1% | |
| 19240.969 | 1 | < 0.1% | |
| 19211.503 | 1 | < 0.1% | |
| 19093.641 | 1 | < 0.1% | |
| 18946.314 | 1 | < 0.1% |
| Distinct count | 6241 |
|---|---|
| Unique (%) | 32.3% |
| Missing | 377 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.339908437225183 |
|---|---|
| Minimum | -265.189 |
| Maximum | 4944.376 |
| Zeros | 7933 |
| Zeros (%) | 40.3% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | -265.189 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.251 |
| Q3 | 5.901 |
| 95-th percentile | 63.975 |
| Maximum | 4944.376 |
| Range | 5209.565 |
| Interquartile range (IQR) | 5.901 |
Descriptive statistics
| Standard deviation | 63.59145473 |
|---|---|
| Coefficient of variation (CV) | 4.767008337 |
| Kurtosis | 1992.540417 |
| Mean | 13.33990844 |
| Median Absolute Deviation (MAD) | 0.251 |
| Skewness | 31.5567942 |
| Sum | 257873.77 |
| Variance | 4043.873115 |
| Value | Count | Frequency (%) | |
| 0 | 7933 | 40.3% | |
| 0.207 | 30 | 0.2% | |
| 0.392 | 26 | 0.1% | |
| 0.01 | 25 | 0.1% | |
| 2.543 | 24 | 0.1% | |
| 0.017 | 24 | 0.1% | |
| 0.042 | 24 | 0.1% | |
| 0.018 | 23 | 0.1% | |
| 0.052 | 22 | 0.1% | |
| 0.196 | 22 | 0.1% | |
| 0.588 | 22 | 0.1% | |
| 0.061 | 21 | 0.1% | |
| 0.026 | 21 | 0.1% | |
| 0.009 | 21 | 0.1% | |
| 0.067 | 20 | 0.1% | |
| 0.305 | 19 | 0.1% | |
| 0.06 | 19 | 0.1% | |
| 0.084 | 18 | 0.1% | |
| 0.144 | 18 | 0.1% | |
| 0.078 | 18 | 0.1% | |
| 0.001 | 18 | 0.1% | |
| 0.251 | 17 | 0.1% | |
| 0.039 | 17 | 0.1% | |
| 0.043 | 17 | 0.1% | |
| 0.057 | 17 | 0.1% | |
| Other values (6216) | 10895 | 55.3% | |
| (Missing) | 377 | 1.9% |
| Value | Count | Frequency (%) | |
| -265.189 | 1 | < 0.1% | |
| -139.488 | 1 | < 0.1% | |
| -83.886 | 1 | < 0.1% | |
| -38.57 | 1 | < 0.1% | |
| -17.24 | 1 | < 0.1% | |
| -15.789 | 1 | < 0.1% | |
| -15.25 | 1 | < 0.1% | |
| -7.734 | 1 | < 0.1% | |
| -2.834 | 1 | < 0.1% | |
| 0 | 7933 | 40.3% |
| Value | Count | Frequency (%) | |
| 4944.376 | 1 | < 0.1% | |
| 1722.653 | 1 | < 0.1% | |
| 1473.447 | 1 | < 0.1% | |
| 1236.094 | 8 | < 0.1% | |
| 1060.758 | 1 | < 0.1% | |
| 1001.827 | 1 | < 0.1% | |
| 861.326 | 1 | < 0.1% | |
| 854.499 | 1 | < 0.1% | |
| 800.16 | 1 | < 0.1% | |
| 736.637 | 3 | < 0.1% |
| Distinct count | 4864 |
|---|---|
| Unique (%) | 25.2% |
| Missing | 377 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.225029382856555 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1237.5510000000002 |
| Zeros | 8284 |
| Zeros (%) | 42.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.177 |
| Q3 | 4.702 |
| 95-th percentile | 99.0335 |
| Maximum | 1237.551 |
| Range | 1237.551 |
| Interquartile range (IQR) | 4.702 |
Descriptive statistics
| Standard deviation | 92.92932291 |
|---|---|
| Coefficient of variation (CV) | 4.181291341 |
| Kurtosis | 73.29250762 |
| Mean | 22.22502938 |
| Median Absolute Deviation (MAD) | 0.177 |
| Skewness | 7.649244257 |
| Sum | 429632.043 |
| Variance | 8635.859057 |
| Value | Count | Frequency (%) | |
| 0 | 8284 | 42.0% | |
| 0.414 | 66 | 0.3% | |
| 15.216 | 66 | 0.3% | |
| 6.094 | 60 | 0.3% | |
| 2.286 | 60 | 0.3% | |
| 0.084 | 57 | 0.3% | |
| 0.061 | 55 | 0.3% | |
| 1.705 | 54 | 0.3% | |
| 0.425 | 54 | 0.3% | |
| 0.352 | 53 | 0.3% | |
| 5.716 | 52 | 0.3% | |
| 26.221 | 51 | 0.3% | |
| 25.828 | 50 | 0.3% | |
| 34.748 | 48 | 0.2% | |
| 5.03 | 47 | 0.2% | |
| 29.624 | 44 | 0.2% | |
| 0.215 | 43 | 0.2% | |
| 1.799 | 38 | 0.2% | |
| 0.009 | 37 | 0.2% | |
| 0.026 | 36 | 0.2% | |
| 33.072 | 36 | 0.2% | |
| 30.635 | 35 | 0.2% | |
| 29.304 | 35 | 0.2% | |
| 0.269 | 35 | 0.2% | |
| 0.449 | 34 | 0.2% | |
| Other values (4839) | 9901 | 50.2% | |
| (Missing) | 377 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 8284 | 42.0% | |
| 0.001 | 13 | 0.1% | |
| 0.002 | 7 | < 0.1% | |
| 0.003 | 5 | < 0.1% | |
| 0.004 | 2 | < 0.1% | |
| 0.005 | 10 | 0.1% | |
| 0.006 | 1 | < 0.1% | |
| 0.007 | 3 | < 0.1% | |
| 0.008 | 14 | 0.1% | |
| 0.009 | 37 | 0.2% |
| Value | Count | Frequency (%) | |
| 1237.551 | 2 | < 0.1% | |
| 1208.085 | 27 | 0.1% | |
| 1178.62 | 5 | < 0.1% | |
| 1149.154 | 4 | < 0.1% | |
| 1119.689 | 1 | < 0.1% | |
| 1060.758 | 3 | < 0.1% | |
| 1031.292 | 2 | < 0.1% | |
| 1001.827 | 4 | < 0.1% | |
| 942.896 | 4 | < 0.1% | |
| 883.965 | 1 | < 0.1% |
| Distinct count | 1625 |
|---|---|
| Unique (%) | 8.4% |
| Missing | 377 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5817364854378977 |
|---|---|
| Minimum | 0.0 |
| Maximum | 200.04 |
| Zeros | 13550 |
| Zeros (%) | 68.8% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.055 |
| 95-th percentile | 2.2195 |
| Maximum | 200.04 |
| Range | 200.04 |
| Interquartile range (IQR) | 0.055 |
Descriptive statistics
| Standard deviation | 3.585335063 |
|---|---|
| Coefficient of variation (CV) | 6.163160044 |
| Kurtosis | 953.5980518 |
| Mean | 0.5817364854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.47596217 |
| Sum | 11245.548 |
| Variance | 12.85462751 |
| Value | Count | Frequency (%) | |
| 0 | 13550 | 68.8% | |
| 0.099 | 57 | 0.3% | |
| 0.039 | 42 | 0.2% | |
| 0.347 | 40 | 0.2% | |
| 0.288 | 36 | 0.2% | |
| 0.02 | 35 | 0.2% | |
| 0.48 | 33 | 0.2% | |
| 0.088 | 31 | 0.2% | |
| 0.154 | 30 | 0.2% | |
| 0.147 | 29 | 0.1% | |
| 0.196 | 29 | 0.1% | |
| 0.03 | 28 | 0.1% | |
| 0.096 | 28 | 0.1% | |
| 0.031 | 28 | 0.1% | |
| 0.038 | 27 | 0.1% | |
| 0.048 | 26 | 0.1% | |
| 0.144 | 26 | 0.1% | |
| 0.034 | 26 | 0.1% | |
| 0.026 | 24 | 0.1% | |
| 0.049 | 24 | 0.1% | |
| 0.137 | 24 | 0.1% | |
| 0.029 | 24 | 0.1% | |
| 0.024 | 23 | 0.1% | |
| 0.014 | 23 | 0.1% | |
| 0.027 | 23 | 0.1% | |
| Other values (1600) | 5065 | 25.7% | |
| (Missing) | 377 | 1.9% |
| Value | Count | Frequency (%) | |
| 0 | 13550 | 68.8% | |
| 0.001 | 21 | 0.1% | |
| 0.002 | 11 | 0.1% | |
| 0.003 | 14 | 0.1% | |
| 0.004 | 10 | 0.1% | |
| 0.005 | 21 | 0.1% | |
| 0.006 | 19 | 0.1% | |
| 0.007 | 6 | < 0.1% | |
| 0.008 | 20 | 0.1% | |
| 0.009 | 20 | 0.1% |
| Value | Count | Frequency (%) | |
| 200.04 | 1 | < 0.1% | |
| 176.793 | 1 | < 0.1% | |
| 117.862 | 1 | < 0.1% | |
| 93.279 | 1 | < 0.1% | |
| 88.396 | 1 | < 0.1% | |
| 58.931 | 8 | < 0.1% | |
| 58.801 | 1 | < 0.1% | |
| 51.77 | 1 | < 0.1% | |
| 50.963 | 1 | < 0.1% | |
| 47.39 | 1 | < 0.1% |
| Distinct count | 5058 |
|---|---|
| Unique (%) | 95.7% |
| Missing | 14421 |
| Missing (%) | 73.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 255406.92396444108 |
|---|---|
| Minimum | 1.0 |
| Maximum | 14163694.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 298.5 |
| Q1 | 8505.5 |
| median | 44458 |
| Q3 | 161282.5 |
| 95-th percentile | 908376.7 |
| Maximum | 14163694 |
| Range | 14163693 |
| Interquartile range (IQR) | 152777 |
Descriptive statistics
| Standard deviation | 918402.0467 |
|---|---|
| Coefficient of variation (CV) | 3.595838486 |
| Kurtosis | 90.46679039 |
| Mean | 255406.924 |
| Median Absolute Deviation (MAD) | 42355 |
| Skewness | 8.59108061 |
| Sum | 1350336407 |
| Variance | 8.434623194e+11 |
| Value | Count | Frequency (%) | |
| 211 | 4 | < 0.1% | |
| 31 | 4 | < 0.1% | |
| 25 | 4 | < 0.1% | |
| 16 | 4 | < 0.1% | |
| 576 | 4 | < 0.1% | |
| 584 | 3 | < 0.1% | |
| 57 | 3 | < 0.1% | |
| 326 | 3 | < 0.1% | |
| 4298 | 3 | < 0.1% | |
| 14 | 3 | < 0.1% | |
| 52 | 3 | < 0.1% | |
| 880 | 3 | < 0.1% | |
| 609 | 3 | < 0.1% | |
| 36 | 3 | < 0.1% | |
| 450 | 3 | < 0.1% | |
| 35 | 3 | < 0.1% | |
| 130 | 3 | < 0.1% | |
| 62 | 3 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 1890 | 3 | < 0.1% | |
| 33 | 3 | < 0.1% | |
| 20 | 3 | < 0.1% | |
| 163 | 2 | < 0.1% | |
| 59978 | 2 | < 0.1% | |
| 126 | 2 | < 0.1% | |
| Other values (5033) | 5210 | 26.4% | |
| (Missing) | 14421 | 73.2% |
| Value | Count | Frequency (%) | |
| 1 | 2 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 3 | < 0.1% | |
| 9 | 2 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 11 | 2 | < 0.1% | |
| 12 | 2 | < 0.1% | |
| 13 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14163694 | 1 | < 0.1% | |
| 13784786 | 1 | < 0.1% | |
| 13419058 | 1 | < 0.1% | |
| 13024762 | 1 | < 0.1% | |
| 12608216 | 1 | < 0.1% | |
| 12202812 | 1 | < 0.1% | |
| 11806021 | 1 | < 0.1% | |
| 11460319 | 1 | < 0.1% | |
| 11057511 | 1 | < 0.1% | |
| 10704575 | 1 | < 0.1% |
| Distinct count | 3364 |
|---|---|
| Unique (%) | 71.6% |
| Missing | 15009 |
| Missing (%) | 76.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10382.31091721643 |
|---|---|
| Minimum | 1.0 |
| Maximum | 416546.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 555 |
| median | 1955 |
| Q3 | 6363.5 |
| 95-th percentile | 38216.2 |
| Maximum | 416546 |
| Range | 416545 |
| Interquartile range (IQR) | 5808.5 |
Descriptive statistics
| Standard deviation | 34434.81512 |
|---|---|
| Coefficient of variation (CV) | 3.31668117 |
| Kurtosis | 56.82203017 |
| Mean | 10382.31092 |
| Median Absolute Deviation (MAD) | 1770 |
| Skewness | 6.947133814 |
| Sum | 48786479 |
| Variance | 1185756492 |
| Value | Count | Frequency (%) | |
| 1 | 17 | 0.1% | |
| 2 | 14 | 0.1% | |
| 16 | 12 | 0.1% | |
| 8 | 12 | 0.1% | |
| 5 | 11 | 0.1% | |
| 10 | 10 | 0.1% | |
| 3 | 10 | 0.1% | |
| 4 | 9 | < 0.1% | |
| 9 | 9 | < 0.1% | |
| 32 | 8 | < 0.1% | |
| 18 | 8 | < 0.1% | |
| 24 | 8 | < 0.1% | |
| 7 | 8 | < 0.1% | |
| 29 | 8 | < 0.1% | |
| 25 | 7 | < 0.1% | |
| 22 | 7 | < 0.1% | |
| 443 | 7 | < 0.1% | |
| 15 | 7 | < 0.1% | |
| 35 | 7 | < 0.1% | |
| 6 | 7 | < 0.1% | |
| 44 | 6 | < 0.1% | |
| 70 | 6 | < 0.1% | |
| 58 | 6 | < 0.1% | |
| 76 | 6 | < 0.1% | |
| 27 | 6 | < 0.1% | |
| Other values (3339) | 4483 | 22.7% | |
| (Missing) | 15009 | 76.2% |
| Value | Count | Frequency (%) | |
| 1 | 17 | 0.1% | |
| 2 | 14 | 0.1% | |
| 3 | 10 | 0.1% | |
| 4 | 9 | < 0.1% | |
| 5 | 11 | 0.1% | |
| 6 | 7 | < 0.1% | |
| 7 | 8 | < 0.1% | |
| 8 | 12 | 0.1% | |
| 9 | 9 | < 0.1% | |
| 10 | 10 | 0.1% |
| Value | Count | Frequency (%) | |
| 416546 | 1 | < 0.1% | |
| 405404 | 1 | < 0.1% | |
| 402808 | 1 | < 0.1% | |
| 396791 | 1 | < 0.1% | |
| 394296 | 1 | < 0.1% | |
| 384644 | 1 | < 0.1% | |
| 378908 | 1 | < 0.1% | |
| 376751 | 1 | < 0.1% | |
| 365728 | 1 | < 0.1% | |
| 362941 | 1 | < 0.1% |
| Distinct count | 3842 |
|---|---|
| Unique (%) | 72.7% |
| Missing | 14421 |
| Missing (%) | 73.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.451027614904483 |
|---|---|
| Minimum | 0.0 |
| Maximum | 172.31599999999997 |
| Zeros | 26 |
| Zeros (%) | 0.1% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.011 |
| Q1 | 0.3645 |
| median | 2.551 |
| Q3 | 13.573 |
| 95-th percentile | 48.6514 |
| Maximum | 172.316 |
| Range | 172.316 |
| Interquartile range (IQR) | 13.2085 |
Descriptive statistics
| Standard deviation | 21.14316104 |
|---|---|
| Coefficient of variation (CV) | 1.846398572 |
| Kurtosis | 18.61178842 |
| Mean | 11.45102761 |
| Median Absolute Deviation (MAD) | 2.517 |
| Skewness | 3.741735322 |
| Sum | 60541.583 |
| Variance | 447.0332588 |
| Value | Count | Frequency (%) | |
| 0.001 | 43 | 0.2% | |
| 0.002 | 32 | 0.2% | |
| 0.003 | 27 | 0.1% | |
| 0.007 | 27 | 0.1% | |
| 0 | 26 | 0.1% | |
| 0.015 | 22 | 0.1% | |
| 0.008 | 22 | 0.1% | |
| 0.004 | 21 | 0.1% | |
| 0.01 | 21 | 0.1% | |
| 0.005 | 19 | 0.1% | |
| 0.013 | 17 | 0.1% | |
| 0.02 | 16 | 0.1% | |
| 0.016 | 16 | 0.1% | |
| 0.024 | 15 | 0.1% | |
| 0.027 | 15 | 0.1% | |
| 0.012 | 15 | 0.1% | |
| 0.018 | 15 | 0.1% | |
| 0.006 | 14 | 0.1% | |
| 0.017 | 14 | 0.1% | |
| 0.009 | 12 | 0.1% | |
| 0.011 | 11 | 0.1% | |
| 0.014 | 10 | 0.1% | |
| 0.055 | 9 | < 0.1% | |
| 0.023 | 9 | < 0.1% | |
| 0.028 | 8 | < 0.1% | |
| Other values (3817) | 4831 | 24.5% | |
| (Missing) | 14421 | 73.2% |
| Value | Count | Frequency (%) | |
| 0 | 26 | 0.1% | |
| 0.001 | 43 | 0.2% | |
| 0.002 | 32 | 0.2% | |
| 0.003 | 27 | 0.1% | |
| 0.004 | 21 | 0.1% | |
| 0.005 | 19 | 0.1% | |
| 0.006 | 14 | 0.1% | |
| 0.007 | 27 | 0.1% | |
| 0.008 | 22 | 0.1% | |
| 0.009 | 12 | 0.1% |
| Value | Count | Frequency (%) | |
| 172.316 | 1 | < 0.1% | |
| 172.147 | 1 | < 0.1% | |
| 170.708 | 1 | < 0.1% | |
| 170.503 | 1 | < 0.1% | |
| 168.753 | 1 | < 0.1% | |
| 167.461 | 1 | < 0.1% | |
| 166.835 | 1 | < 0.1% | |
| 166.567 | 1 | < 0.1% | |
| 166.547 | 1 | < 0.1% | |
| 166.157 | 1 | < 0.1% |
| Distinct count | 1274 |
|---|---|
| Unique (%) | 27.1% |
| Missing | 15009 |
| Missing (%) | 76.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.392041711002341 |
|---|---|
| Minimum | 0.0 |
| Maximum | 7.285 |
| Zeros | 168 |
| Zeros (%) | 0.9% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.029 |
| median | 0.151 |
| Q3 | 0.543 |
| 95-th percentile | 1.4845 |
| Maximum | 7.285 |
| Range | 7.285 |
| Interquartile range (IQR) | 0.514 |
Descriptive statistics
| Standard deviation | 0.6096827647 |
|---|---|
| Coefficient of variation (CV) | 1.555147699 |
| Kurtosis | 19.3093695 |
| Mean | 0.392041711 |
| Median Absolute Deviation (MAD) | 0.143 |
| Skewness | 3.531250796 |
| Sum | 1842.204 |
| Variance | 0.3717130736 |
| Value | Count | Frequency (%) | |
| 0 | 168 | 0.9% | |
| 0.001 | 109 | 0.6% | |
| 0.002 | 57 | 0.3% | |
| 0.007 | 54 | 0.3% | |
| 0.006 | 52 | 0.3% | |
| 0.005 | 50 | 0.3% | |
| 0.004 | 48 | 0.2% | |
| 0.008 | 47 | 0.2% | |
| 0.014 | 38 | 0.2% | |
| 0.013 | 38 | 0.2% | |
| 0.009 | 37 | 0.2% | |
| 0.003 | 37 | 0.2% | |
| 0.012 | 35 | 0.2% | |
| 0.015 | 33 | 0.2% | |
| 0.011 | 33 | 0.2% | |
| 0.017 | 31 | 0.2% | |
| 0.021 | 30 | 0.2% | |
| 0.019 | 28 | 0.1% | |
| 0.016 | 28 | 0.1% | |
| 0.022 | 27 | 0.1% | |
| 0.01 | 27 | 0.1% | |
| 0.026 | 27 | 0.1% | |
| 0.023 | 26 | 0.1% | |
| 0.03 | 25 | 0.1% | |
| 0.059 | 23 | 0.1% | |
| Other values (1249) | 3591 | 18.2% | |
| (Missing) | 15009 | 76.2% |
| Value | Count | Frequency (%) | |
| 0 | 168 | 0.9% | |
| 0.001 | 109 | 0.6% | |
| 0.002 | 57 | 0.3% | |
| 0.003 | 37 | 0.2% | |
| 0.004 | 48 | 0.2% | |
| 0.005 | 50 | 0.3% | |
| 0.006 | 52 | 0.3% | |
| 0.007 | 54 | 0.3% | |
| 0.008 | 47 | 0.2% | |
| 0.009 | 37 | 0.2% |
| Value | Count | Frequency (%) | |
| 7.285 | 1 | < 0.1% | |
| 6.708 | 1 | < 0.1% | |
| 5.729 | 1 | < 0.1% | |
| 5.357 | 1 | < 0.1% | |
| 5.14 | 1 | < 0.1% | |
| 5.002 | 1 | < 0.1% | |
| 4.911 | 1 | < 0.1% | |
| 4.897 | 1 | < 0.1% | |
| 4.724 | 1 | < 0.1% | |
| 4.557 | 1 | < 0.1% |
| Distinct count | 3962 |
|---|---|
| Unique (%) | 68.5% |
| Missing | 13923 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9237.185479688851 |
|---|---|
| Minimum | 0.0 |
| Maximum | 389611.0 |
| Zeros | 32 |
| Zeros (%) | 0.2% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 652 |
| median | 2131 |
| Q3 | 5983 |
| 95-th percentile | 38776 |
| Maximum | 389611 |
| Range | 389611 |
| Interquartile range (IQR) | 5331 |
Descriptive statistics
| Standard deviation | 29252.52827 |
|---|---|
| Coefficient of variation (CV) | 3.166822658 |
| Kurtosis | 67.25289883 |
| Mean | 9237.18548 |
| Median Absolute Deviation (MAD) | 1865 |
| Skewness | 7.429570201 |
| Sum | 53437118 |
| Variance | 855710410.5 |
| Value | Count | Frequency (%) | |
| 0 | 32 | 0.2% | |
| 2111 | 25 | 0.1% | |
| 2134 | 25 | 0.1% | |
| 930 | 24 | 0.1% | |
| 4 | 20 | 0.1% | |
| 2 | 20 | 0.1% | |
| 1 | 19 | 0.1% | |
| 3 | 18 | 0.1% | |
| 2257 | 16 | 0.1% | |
| 5 | 15 | 0.1% | |
| 37 | 12 | 0.1% | |
| 4632 | 11 | 0.1% | |
| 7 | 11 | 0.1% | |
| 27 | 11 | 0.1% | |
| 8 | 10 | 0.1% | |
| 36 | 10 | 0.1% | |
| 29 | 9 | < 0.1% | |
| 25 | 9 | < 0.1% | |
| 45 | 9 | < 0.1% | |
| 72 | 8 | < 0.1% | |
| 23 | 8 | < 0.1% | |
| 30 | 8 | < 0.1% | |
| 26 | 7 | < 0.1% | |
| 11 | 7 | < 0.1% | |
| 57 | 7 | < 0.1% | |
| Other values (3937) | 5434 | 27.6% | |
| (Missing) | 13923 | 70.6% |
| Value | Count | Frequency (%) | |
| 0 | 32 | 0.2% | |
| 1 | 19 | 0.1% | |
| 2 | 20 | 0.1% | |
| 3 | 18 | 0.1% | |
| 4 | 20 | 0.1% | |
| 5 | 15 | 0.1% | |
| 6 | 7 | < 0.1% | |
| 7 | 11 | 0.1% | |
| 8 | 10 | 0.1% | |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 389611 | 1 | < 0.1% | |
| 387783 | 1 | < 0.1% | |
| 386196 | 1 | < 0.1% | |
| 383304 | 1 | < 0.1% | |
| 377619 | 1 | < 0.1% | |
| 361993 | 1 | < 0.1% | |
| 354407 | 1 | < 0.1% | |
| 348844 | 1 | < 0.1% | |
| 335607 | 1 | < 0.1% | |
| 327124 | 1 | < 0.1% |
| Distinct count | 1338 |
|---|---|
| Unique (%) | 23.1% |
| Missing | 13923 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36011201382886776 |
|---|---|
| Minimum | 0.0 |
| Maximum | 4.993 |
| Zeros | 237 |
| Zeros (%) | 1.2% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.001 |
| Q1 | 0.031 |
| median | 0.154 |
| Q3 | 0.502 |
| 95-th percentile | 1.3178 |
| Maximum | 4.993 |
| Range | 4.993 |
| Interquartile range (IQR) | 0.471 |
Descriptive statistics
| Standard deviation | 0.5302043532 |
|---|---|
| Coefficient of variation (CV) | 1.472331755 |
| Kurtosis | 15.50545706 |
| Mean | 0.3601120138 |
| Median Absolute Deviation (MAD) | 0.145 |
| Skewness | 3.207707843 |
| Sum | 2083.248 |
| Variance | 0.2811166562 |
| Value | Count | Frequency (%) | |
| 0 | 237 | 1.2% | |
| 0.001 | 146 | 0.7% | |
| 0.002 | 82 | 0.4% | |
| 0.006 | 75 | 0.4% | |
| 0.007 | 54 | 0.3% | |
| 0.01 | 53 | 0.3% | |
| 0.008 | 50 | 0.3% | |
| 0.005 | 44 | 0.2% | |
| 0.003 | 43 | 0.2% | |
| 0.004 | 43 | 0.2% | |
| 0.009 | 42 | 0.2% | |
| 0.014 | 39 | 0.2% | |
| 0.025 | 39 | 0.2% | |
| 0.016 | 39 | 0.2% | |
| 0.011 | 38 | 0.2% | |
| 0.019 | 35 | 0.2% | |
| 0.015 | 35 | 0.2% | |
| 0.012 | 34 | 0.2% | |
| 0.124 | 33 | 0.2% | |
| 0.285 | 32 | 0.2% | |
| 0.036 | 32 | 0.2% | |
| 0.013 | 32 | 0.2% | |
| 0.051 | 30 | 0.2% | |
| 0.022 | 30 | 0.2% | |
| 0.021 | 30 | 0.2% | |
| Other values (1313) | 4438 | 22.5% | |
| (Missing) | 13923 | 70.6% |
| Value | Count | Frequency (%) | |
| 0 | 237 | 1.2% | |
| 0.001 | 146 | 0.7% | |
| 0.002 | 82 | 0.4% | |
| 0.003 | 43 | 0.2% | |
| 0.004 | 43 | 0.2% | |
| 0.005 | 44 | 0.2% | |
| 0.006 | 75 | 0.4% | |
| 0.007 | 54 | 0.3% | |
| 0.008 | 50 | 0.3% | |
| 0.009 | 42 | 0.2% |
| Value | Count | Frequency (%) | |
| 4.993 | 1 | < 0.1% | |
| 4.894 | 1 | < 0.1% | |
| 4.785 | 1 | < 0.1% | |
| 4.771 | 1 | < 0.1% | |
| 4.642 | 1 | < 0.1% | |
| 4.604 | 1 | < 0.1% | |
| 4.433 | 1 | < 0.1% | |
| 4.387 | 1 | < 0.1% | |
| 4.352 | 1 | < 0.1% | |
| 4.305 | 1 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 13324 |
| Missing (%) | 67.6% |
| Memory size | 154.1 KiB |
| tests performed | |
|---|---|
| people tested | |
| samples tested | |
| units unclear | |
| inconsistent units (COVID Tracking Project) | 79 |
| Value | Count | Frequency (%) | |
| tests performed | 2520 | 12.8% | |
| people tested | 1847 | 9.4% | |
| samples tested | 1034 | 5.2% | |
| units unclear | 904 | 4.6% | |
| inconsistent units (COVID Tracking Project) | 79 | 0.4% | |
| (Missing) | 13324 | 67.6% |
Length
| Max length | 43 |
|---|---|
| Median length | 3 |
| Mean length | 6.667749137 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| n | 28851 | 22.0% | |
| e | 19112 | 14.5% | |
| a | 15341 | 11.7% | |
| t | 12022 | 9.1% | |
| s | 11130 | 8.5% | |
| p | 7248 | 5.5% | |
| 6621 | 5.0% | ||
| r | 6102 | 4.6% | |
| d | 5401 | 4.1% | |
| o | 4525 | 3.4% | |
| l | 3785 | 2.9% | |
| m | 3554 | 2.7% | |
| f | 2520 | 1.9% | |
| u | 1887 | 1.4% | |
| i | 1220 | 0.9% | |
| c | 1141 | 0.9% | |
| ( | 79 | 0.1% | |
| C | 79 | 0.1% | |
| O | 79 | 0.1% | |
| V | 79 | 0.1% | |
| I | 79 | 0.1% | |
| D | 79 | 0.1% | |
| T | 79 | 0.1% | |
| k | 79 | 0.1% | |
| g | 79 | 0.1% | |
| Other values (3) | 237 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 124076 | 94.4% | |
| Space Separator | 6621 | 5.0% | |
| Uppercase Letter | 553 | 0.4% | |
| Open Punctuation | 79 | 0.1% | |
| Close Punctuation | 79 | 0.1% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| n | 28851 | 23.3% | |
| e | 19112 | 15.4% | |
| a | 15341 | 12.4% | |
| t | 12022 | 9.7% | |
| s | 11130 | 9.0% | |
| p | 7248 | 5.8% | |
| r | 6102 | 4.9% | |
| d | 5401 | 4.4% | |
| o | 4525 | 3.6% | |
| l | 3785 | 3.1% | |
| m | 3554 | 2.9% | |
| f | 2520 | 2.0% | |
| u | 1887 | 1.5% | |
| i | 1220 | 1.0% | |
| c | 1141 | 0.9% | |
| k | 79 | 0.1% | |
| g | 79 | 0.1% | |
| j | 79 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 6621 | 100.0% |
Most frequent Open Punctuation characters
| Value | Count | Frequency (%) | |
| ( | 79 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| C | 79 | 14.3% | |
| O | 79 | 14.3% | |
| V | 79 | 14.3% | |
| I | 79 | 14.3% | |
| D | 79 | 14.3% | |
| T | 79 | 14.3% | |
| P | 79 | 14.3% |
Most frequent Close Punctuation characters
| Value | Count | Frequency (%) | |
| ) | 79 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 124629 | 94.8% | |
| Common | 6779 | 5.2% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| n | 28851 | 23.1% | |
| e | 19112 | 15.3% | |
| a | 15341 | 12.3% | |
| t | 12022 | 9.6% | |
| s | 11130 | 8.9% | |
| p | 7248 | 5.8% | |
| r | 6102 | 4.9% | |
| d | 5401 | 4.3% | |
| o | 4525 | 3.6% | |
| l | 3785 | 3.0% | |
| m | 3554 | 2.9% | |
| f | 2520 | 2.0% | |
| u | 1887 | 1.5% | |
| i | 1220 | 1.0% | |
| c | 1141 | 0.9% | |
| C | 79 | 0.1% | |
| O | 79 | 0.1% | |
| V | 79 | 0.1% | |
| I | 79 | 0.1% | |
| D | 79 | 0.1% | |
| T | 79 | 0.1% | |
| k | 79 | 0.1% | |
| g | 79 | 0.1% | |
| P | 79 | 0.1% | |
| j | 79 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 6621 | 97.7% | ||
| ( | 79 | 1.2% | |
| ) | 79 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 131408 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| n | 28851 | 22.0% | |
| e | 19112 | 14.5% | |
| a | 15341 | 11.7% | |
| t | 12022 | 9.1% | |
| s | 11130 | 8.5% | |
| p | 7248 | 5.5% | |
| 6621 | 5.0% | ||
| r | 6102 | 4.6% | |
| d | 5401 | 4.1% | |
| o | 4525 | 3.4% | |
| l | 3785 | 2.9% | |
| m | 3554 | 2.7% | |
| f | 2520 | 1.9% | |
| u | 1887 | 1.4% | |
| i | 1220 | 0.9% | |
| c | 1141 | 0.9% | |
| ( | 79 | 0.1% | |
| C | 79 | 0.1% | |
| O | 79 | 0.1% | |
| V | 79 | 0.1% | |
| I | 79 | 0.1% | |
| D | 79 | 0.1% | |
| T | 79 | 0.1% | |
| k | 79 | 0.1% | |
| g | 79 | 0.1% | |
| Other values (3) | 237 | 0.2% |
| Distinct count | 153 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 4490 |
| Missing (%) | 22.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.716536995663034 |
|---|---|
| Minimum | 0.0 |
| Maximum | 100.0 |
| Zeros | 2100 |
| Zeros (%) | 10.7% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17.1325 |
| median | 68.06 |
| Q3 | 83.33 |
| 95-th percentile | 96.3 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 66.1975 |
Descriptive statistics
| Standard deviation | 34.42870833 |
|---|---|
| Coefficient of variation (CV) | 0.629219432 |
| Kurtosis | -1.325984879 |
| Mean | 54.716537 |
| Median Absolute Deviation (MAD) | 21.75 |
| Skewness | -0.4740742663 |
| Sum | 832676.26 |
| Variance | 1185.335957 |
| Value | Count | Frequency (%) | |
| 0 | 2100 | 10.7% | |
| 82.41 | 436 | 2.2% | |
| 11.11 | 417 | 2.1% | |
| 100 | 361 | 1.8% | |
| 19.44 | 350 | 1.8% | |
| 96.3 | 350 | 1.8% | |
| 73.15 | 338 | 1.7% | |
| 85.19 | 335 | 1.7% | |
| 90.74 | 327 | 1.7% | |
| 5.56 | 302 | 1.5% | |
| 13.89 | 299 | 1.5% | |
| 78.7 | 289 | 1.5% | |
| 79.63 | 287 | 1.5% | |
| 93.52 | 285 | 1.4% | |
| 94.44 | 277 | 1.4% | |
| 81.48 | 248 | 1.3% | |
| 2.78 | 247 | 1.3% | |
| 75.93 | 231 | 1.2% | |
| 87.96 | 229 | 1.2% | |
| 84.26 | 227 | 1.2% | |
| 80.56 | 223 | 1.1% | |
| 87.04 | 218 | 1.1% | |
| 52.78 | 209 | 1.1% | |
| 16.67 | 201 | 1.0% | |
| 88.89 | 199 | 1.0% | |
| Other values (128) | 6233 | 31.6% | |
| (Missing) | 4490 | 22.8% |
| Value | Count | Frequency (%) | |
| 0 | 2100 | 10.7% | |
| 2.78 | 247 | 1.3% | |
| 5.56 | 302 | 1.5% | |
| 8.33 | 184 | 0.9% | |
| 10.19 | 38 | 0.2% | |
| 11.11 | 417 | 2.1% | |
| 12.04 | 4 | < 0.1% | |
| 13.89 | 299 | 1.5% | |
| 14.81 | 8 | < 0.1% | |
| 15.74 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 361 | 1.8% | |
| 98.15 | 25 | 0.1% | |
| 97.22 | 133 | 0.7% | |
| 96.3 | 350 | 1.8% | |
| 95.37 | 17 | 0.1% | |
| 94.44 | 277 | 1.4% | |
| 93.52 | 285 | 1.4% | |
| 92.59 | 147 | 0.7% | |
| 92.13 | 36 | 0.2% | |
| 91.67 | 95 | 0.5% |
population
Real number (ℝ≥0)
| Distinct count | 211 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 64 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108844459.22968845 |
|---|---|
| Minimum | 809.0 |
| Maximum | 7794798729.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 809 |
|---|---|
| 5-th percentile | 53192 |
| Q1 | 2351625 |
| median | 9660350 |
| Q3 | 36910558 |
| 95-th percentile | 212559409 |
| Maximum | 7794798729 |
| Range | 7794797920 |
| Interquartile range (IQR) | 34558933 |
Descriptive statistics
| Standard deviation | 690097526.5 |
|---|---|
| Coefficient of variation (CV) | 6.340217328 |
| Kurtosis | 112.3728565 |
| Mean | 108844459.2 |
| Median Absolute Deviation (MAD) | 9218811 |
| Skewness | 10.43795189 |
| Sum | 2.138140557e+12 |
| Variance | 4.762345961e+17 |
| Value | Count | Frequency (%) | |
| 37742157 | 147 | 0.7% | |
| 25499881 | 147 | 0.7% | |
| 29136808 | 147 | 0.7% | |
| 2722291 | 147 | 0.7% | |
| 128932753 | 147 | 0.7% | |
| 331002647 | 147 | 0.7% | |
| 5421242 | 147 | 0.7% | |
| 8655541 | 147 | 0.7% | |
| 8654618 | 147 | 0.7% | |
| 51269183 | 147 | 0.7% | |
| 10708982 | 147 | 0.7% | |
| 145934460 | 147 | 0.7% | |
| 17134873 | 147 | 0.7% | |
| 212559409 | 147 | 0.7% | |
| 4105268 | 147 | 0.7% | |
| 5850343 | 147 | 0.7% | |
| 60461828 | 147 | 0.7% | |
| 10099270 | 147 | 0.7% | |
| 1326539 | 147 | 0.7% | |
| 97338583 | 147 | 0.7% | |
| 67886004 | 147 | 0.7% | |
| 9006400 | 147 | 0.7% | |
| 126476458 | 147 | 0.7% | |
| 5540718 | 147 | 0.7% | |
| 65273512 | 147 | 0.7% | |
| Other values (186) | 15969 | 81.0% |
| Value | Count | Frequency (%) | |
| 809 | 72 | 0.4% | |
| 3483 | 52 | 0.3% | |
| 4999 | 65 | 0.3% | |
| 15002 | 60 | 0.3% | |
| 26221 | 54 | 0.3% | |
| 30237 | 60 | 0.3% | |
| 33691 | 67 | 0.3% | |
| 33938 | 146 | 0.7% | |
| 38137 | 76 | 0.4% | |
| 38718 | 62 | 0.3% |
| Value | Count | Frequency (%) | |
| 7794798729 | 147 | 0.7% | |
| 1439323774 | 147 | 0.7% | |
| 1380004385 | 146 | 0.7% | |
| 331002647 | 147 | 0.7% | |
| 273523621 | 140 | 0.7% | |
| 220892331 | 142 | 0.7% | |
| 212559409 | 147 | 0.7% | |
| 206139587 | 136 | 0.7% | |
| 164689383 | 83 | 0.4% | |
| 145934460 | 147 | 0.7% |
| Distinct count | 199 |
|---|---|
| Unique (%) | 1.1% |
| Missing | 862 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 427.4584158972726 |
|---|---|
| Minimum | 0.13699999999999998 |
| Maximum | 19347.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0.137 |
|---|---|
| 5-th percentile | 4.289 |
| Q1 | 42.729 |
| median | 93.105 |
| Q3 | 227.322 |
| 95-th percentile | 1209.088 |
| Maximum | 19347.5 |
| Range | 19347.363 |
| Interquartile range (IQR) | 184.593 |
Descriptive statistics
| Standard deviation | 1850.114365 |
|---|---|
| Coefficient of variation (CV) | 4.328173914 |
| Kurtosis | 78.45128083 |
| Mean | 427.4584159 |
| Median Absolute Deviation (MAD) | 68.387 |
| Skewness | 8.462707252 |
| Sum | 8055881.306 |
| Variance | 3422923.164 |
| Value | Count | Frequency (%) | |
| 205.859 | 147 | 0.7% | |
| 508.544 | 147 | 0.7% | |
| 272.898 | 147 | 0.7% | |
| 4.037 | 147 | 0.7% | |
| 18.136 | 147 | 0.7% | |
| 58.045 | 147 | 0.7% | |
| 14.462 | 147 | 0.7% | |
| 527.967 | 147 | 0.7% | |
| 122.578 | 147 | 0.7% | |
| 31.033 | 147 | 0.7% | |
| 204.43 | 147 | 0.7% | |
| 214.243 | 147 | 0.7% | |
| 237.016 | 147 | 0.7% | |
| 35.608 | 147 | 0.7% | |
| 83.479 | 147 | 0.7% | |
| 3.202 | 147 | 0.7% | |
| 45.135 | 147 | 0.7% | |
| 73.726 | 147 | 0.7% | |
| 24.718 | 147 | 0.7% | |
| 136.52 | 147 | 0.7% | |
| 375.564 | 147 | 0.7% | |
| 7915.731 | 147 | 0.7% | |
| 402.606 | 147 | 0.7% | |
| 49.831 | 147 | 0.7% | |
| 137.176 | 147 | 0.7% | |
| Other values (174) | 15171 | 77.0% | |
| (Missing) | 862 | 4.4% |
| Value | Count | Frequency (%) | |
| 0.137 | 67 | 0.3% | |
| 1.98 | 71 | 0.4% | |
| 3.078 | 72 | 0.4% | |
| 3.202 | 147 | 0.7% | |
| 3.404 | 147 | 0.7% | |
| 3.612 | 67 | 0.3% | |
| 3.623 | 62 | 0.3% | |
| 3.952 | 72 | 0.4% | |
| 4.037 | 147 | 0.7% | |
| 4.044 | 55 | 0.3% |
| Value | Count | Frequency (%) | |
| 19347.5 | 135 | 0.7% | |
| 7915.731 | 147 | 0.7% | |
| 7039.714 | 110 | 0.6% | |
| 3457.1 | 67 | 0.3% | |
| 1935.907 | 146 | 0.7% | |
| 1454.433 | 77 | 0.4% | |
| 1454.037 | 80 | 0.4% | |
| 1308.82 | 67 | 0.3% | |
| 1265.036 | 83 | 0.4% | |
| 1209.088 | 61 | 0.3% |
| Distinct count | 133 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 1767 |
| Missing (%) | 9.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.41842706649574 |
|---|---|
| Minimum | 15.1 |
| Maximum | 48.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 25.3 |
| median | 32.4 |
| Q3 | 41 |
| 95-th percentile | 44.8 |
| Maximum | 48.2 |
| Range | 33.1 |
| Interquartile range (IQR) | 15.7 |
Descriptive statistics
| Standard deviation | 8.947339646 |
|---|---|
| Coefficient of variation (CV) | 0.2759954895 |
| Kurtosis | -1.159144013 |
| Mean | 32.41842707 |
| Median Absolute Deviation (MAD) | 7.4 |
| Skewness | -0.1713743278 |
| Sum | 581619 |
| Variance | 80.05488673 |
| Value | Count | Frequency (%) | |
| 32.4 | 509 | 2.6% | |
| 38.7 | 437 | 2.2% | |
| 31.9 | 304 | 1.5% | |
| 30.6 | 298 | 1.5% | |
| 37.9 | 292 | 1.5% | |
| 29.1 | 289 | 1.5% | |
| 39.7 | 287 | 1.5% | |
| 29.3 | 287 | 1.5% | |
| 41.2 | 233 | 1.2% | |
| 41.8 | 231 | 1.2% | |
| 43.4 | 230 | 1.2% | |
| 42.4 | 227 | 1.2% | |
| 20 | 226 | 1.1% | |
| 37.3 | 222 | 1.1% | |
| 41.4 | 220 | 1.1% | |
| 43.1 | 219 | 1.1% | |
| 28.2 | 217 | 1.1% | |
| 28.6 | 211 | 1.1% | |
| 25 | 210 | 1.1% | |
| 42.2 | 208 | 1.1% | |
| 39.1 | 207 | 1.1% | |
| 27.6 | 206 | 1.0% | |
| 18.7 | 205 | 1.0% | |
| 17.7 | 202 | 1.0% | |
| 20.3 | 190 | 1.0% | |
| Other values (108) | 11574 | 58.7% | |
| (Missing) | 1767 | 9.0% |
| Value | Count | Frequency (%) | |
| 15.1 | 66 | 0.3% | |
| 16.4 | 126 | 0.6% | |
| 16.7 | 67 | 0.3% | |
| 16.8 | 135 | 0.7% | |
| 17 | 74 | 0.4% | |
| 17.5 | 124 | 0.6% | |
| 17.6 | 74 | 0.4% | |
| 17.7 | 202 | 1.0% | |
| 18 | 65 | 0.3% | |
| 18.1 | 189 | 1.0% |
| Value | Count | Frequency (%) | |
| 48.2 | 147 | 0.7% | |
| 47.9 | 147 | 0.7% | |
| 46.6 | 147 | 0.7% | |
| 46.2 | 86 | 0.4% | |
| 45.5 | 146 | 0.7% | |
| 45.3 | 147 | 0.7% | |
| 44.8 | 110 | 0.6% | |
| 44.7 | 77 | 0.4% | |
| 44.5 | 81 | 0.4% | |
| 44.4 | 147 | 0.7% |
| Distinct count | 183 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 2007 |
| Missing (%) | 10.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.911303937630644 |
|---|---|
| Minimum | 1.1440000000000001 |
| Maximum | 27.049 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 1.144 |
|---|---|
| 5-th percentile | 2.405 |
| Q1 | 4.031 |
| median | 7.775 |
| Q3 | 15.413 |
| 95-th percentile | 20.396 |
| Maximum | 27.049 |
| Range | 25.905 |
| Interquartile range (IQR) | 11.382 |
Descriptive statistics
| Standard deviation | 6.476636687 |
|---|---|
| Coefficient of variation (CV) | 0.653459598 |
| Kurtosis | -1.060112425 |
| Mean | 9.911303938 |
| Median Absolute Deviation (MAD) | 4.796 |
| Skewness | 0.4916184571 |
| Sum | 175439.991 |
| Variance | 41.94682277 |
| Value | Count | Frequency (%) | |
| 27.049 | 147 | 0.7% | |
| 19.677 | 147 | 0.7% | |
| 19.027 | 147 | 0.7% | |
| 5.809 | 147 | 0.7% | |
| 19.202 | 147 | 0.7% | |
| 23.021 | 147 | 0.7% | |
| 12.922 | 147 | 0.7% | |
| 15.413 | 147 | 0.7% | |
| 14.178 | 147 | 0.7% | |
| 18.517 | 147 | 0.7% | |
| 6.293 | 147 | 0.7% | |
| 13.914 | 147 | 0.7% | |
| 11.733 | 147 | 0.7% | |
| 16.821 | 147 | 0.7% | |
| 8.696 | 147 | 0.7% | |
| 14.799 | 147 | 0.7% | |
| 21.228 | 147 | 0.7% | |
| 19.985 | 147 | 0.7% | |
| 6.857 | 147 | 0.7% | |
| 16.984 | 147 | 0.7% | |
| 18.571 | 147 | 0.7% | |
| 5.44 | 147 | 0.7% | |
| 18.436 | 147 | 0.7% | |
| 19.724 | 147 | 0.7% | |
| 7.15 | 147 | 0.7% | |
| Other values (158) | 14026 | 71.2% | |
| (Missing) | 2007 | 10.2% |
| Value | Count | Frequency (%) | |
| 1.144 | 141 | 0.7% | |
| 1.307 | 143 | 0.7% | |
| 2.168 | 65 | 0.3% | |
| 2.339 | 69 | 0.4% | |
| 2.345 | 144 | 0.7% | |
| 2.355 | 141 | 0.7% | |
| 2.372 | 146 | 0.7% | |
| 2.405 | 65 | 0.3% | |
| 2.409 | 74 | 0.4% | |
| 2.48 | 68 | 0.3% |
| Value | Count | Frequency (%) | |
| 27.049 | 147 | 0.7% | |
| 23.021 | 147 | 0.7% | |
| 21.502 | 86 | 0.4% | |
| 21.453 | 147 | 0.7% | |
| 21.228 | 147 | 0.7% | |
| 20.801 | 77 | 0.4% | |
| 20.396 | 147 | 0.7% | |
| 19.985 | 147 | 0.7% | |
| 19.754 | 87 | 0.4% | |
| 19.724 | 147 | 0.7% |
| Distinct count | 182 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 1857 |
| Missing (%) | 9.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.314480477284186 |
|---|---|
| Minimum | 0.526 |
| Maximum | 18.493 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0.526 |
|---|---|
| 5-th percentile | 1.38 |
| Q1 | 2.38 |
| median | 5.021 |
| Q3 | 9.842 |
| 95-th percentile | 13.799 |
| Maximum | 18.493 |
| Range | 17.967 |
| Interquartile range (IQR) | 7.462 |
Descriptive statistics
| Standard deviation | 4.450221501 |
|---|---|
| Coefficient of variation (CV) | 0.7047644722 |
| Kurtosis | -0.8050538168 |
| Mean | 6.314480477 |
| Median Absolute Deviation (MAD) | 3.229 |
| Skewness | 0.6278680768 |
| Sum | 112719.791 |
| Variance | 19.80447141 |
| Value | Count | Frequency (%) | |
| 3.053 | 249 | 1.3% | |
| 1.845 | 153 | 0.8% | |
| 9.207 | 147 | 0.7% | |
| 11.881 | 147 | 0.7% | |
| 13.433 | 147 | 0.7% | |
| 12.527 | 147 | 0.7% | |
| 9.393 | 147 | 0.7% | |
| 3.182 | 147 | 0.7% | |
| 15.957 | 147 | 0.7% | |
| 16.24 | 147 | 0.7% | |
| 13.491 | 147 | 0.7% | |
| 14.524 | 147 | 0.7% | |
| 13.079 | 147 | 0.7% | |
| 9.732 | 147 | 0.7% | |
| 13.264 | 147 | 0.7% | |
| 10.813 | 147 | 0.7% | |
| 3.407 | 147 | 0.7% | |
| 9.788 | 147 | 0.7% | |
| 4.718 | 147 | 0.7% | |
| 10.797 | 147 | 0.7% | |
| 12.849 | 147 | 0.7% | |
| 13.053 | 147 | 0.7% | |
| 11.58 | 147 | 0.7% | |
| 3.212 | 147 | 0.7% | |
| 10.129 | 147 | 0.7% | |
| Other values (157) | 14068 | 71.4% | |
| (Missing) | 1857 | 9.4% |
| Value | Count | Frequency (%) | |
| 0.526 | 141 | 0.7% | |
| 0.617 | 143 | 0.7% | |
| 1.114 | 144 | 0.7% | |
| 1.285 | 55 | 0.3% | |
| 1.308 | 65 | 0.3% | |
| 1.337 | 137 | 0.7% | |
| 1.358 | 74 | 0.4% | |
| 1.362 | 65 | 0.3% | |
| 1.378 | 66 | 0.3% | |
| 1.38 | 30 | 0.2% |
| Value | Count | Frequency (%) | |
| 18.493 | 147 | 0.7% | |
| 16.24 | 147 | 0.7% | |
| 15.957 | 147 | 0.7% | |
| 14.924 | 86 | 0.4% | |
| 14.524 | 147 | 0.7% | |
| 14.136 | 87 | 0.4% | |
| 13.799 | 146 | 0.7% | |
| 13.778 | 147 | 0.7% | |
| 13.748 | 147 | 0.7% | |
| 13.491 | 147 | 0.7% |
| Distinct count | 183 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 2010 |
| Missing (%) | 10.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23306.411645666176 |
|---|---|
| Minimum | 661.24 |
| Maximum | 116935.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 661.24 |
|---|---|
| 5-th percentile | 1561.767 |
| Q1 | 6570.102 |
| median | 15847.419 |
| Q3 | 35938.374 |
| 95-th percentile | 65530.537 |
| Maximum | 116935.6 |
| Range | 116274.36 |
| Interquartile range (IQR) | 29368.272 |
Descriptive statistics
| Standard deviation | 21403.10381 |
|---|---|
| Coefficient of variation (CV) | 0.9183354408 |
| Kurtosis | 2.706561264 |
| Mean | 23306.41165 |
| Median Absolute Deviation (MAD) | 11870.428 |
| Skewness | 1.479637785 |
| Sum | 412476873.3 |
| Variance | 458092852.8 |
| Value | Count | Frequency (%) | |
| 2442.804 | 147 | 0.7% | |
| 39002.223 | 147 | 0.7% | |
| 85535.383 | 147 | 0.7% | |
| 45436.686 | 147 | 0.7% | |
| 15469.207 | 147 | 0.7% | |
| 15308.712 | 147 | 0.7% | |
| 44648.71 | 147 | 0.7% | |
| 46482.958 | 147 | 0.7% | |
| 26808.164 | 147 | 0.7% | |
| 24765.954 | 147 | 0.7% | |
| 48472.545 | 147 | 0.7% | |
| 46682.515 | 147 | 0.7% | |
| 29481.252 | 147 | 0.7% | |
| 39753.244 | 147 | 0.7% | |
| 32605.906 | 147 | 0.7% | |
| 17336.469 | 147 | 0.7% | |
| 64800.057 | 147 | 0.7% | |
| 45229.245 | 147 | 0.7% | |
| 35220.084 | 147 | 0.7% | |
| 57410.166 | 147 | 0.7% | |
| 42658.576 | 147 | 0.7% | |
| 14103.452 | 147 | 0.7% | |
| 46949.283 | 147 | 0.7% | |
| 38605.671 | 147 | 0.7% | |
| 35938.374 | 147 | 0.7% | |
| Other values (158) | 14023 | 71.2% | |
| (Missing) | 2010 | 10.2% |
| Value | Count | Frequency (%) | |
| 661.24 | 71 | 0.4% | |
| 702.225 | 55 | 0.3% | |
| 752.788 | 70 | 0.4% | |
| 808.133 | 74 | 0.4% | |
| 926 | 66 | 0.3% | |
| 1095.042 | 53 | 0.3% | |
| 1136.103 | 64 | 0.3% | |
| 1390.3 | 55 | 0.3% | |
| 1413.89 | 24 | 0.1% | |
| 1416.44 | 66 | 0.3% |
| Value | Count | Frequency (%) | |
| 116935.6 | 143 | 0.7% | |
| 94277.965 | 140 | 0.7% | |
| 85535.383 | 147 | 0.7% | |
| 71809.251 | 76 | 0.4% | |
| 67335.293 | 146 | 0.7% | |
| 67293.483 | 141 | 0.7% | |
| 65530.537 | 144 | 0.7% | |
| 64800.057 | 147 | 0.7% | |
| 57410.166 | 147 | 0.7% | |
| 56861.47 | 146 | 0.7% |
| Distinct count | 73 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 7968 |
| Missing (%) | 40.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.044318568994889 |
|---|---|
| Minimum | 0.1 |
| Maximum | 77.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.5 |
| median | 1.5 |
| Q3 | 10 |
| 95-th percentile | 49.6 |
| Maximum | 77.6 |
| Range | 77.5 |
| Interquartile range (IQR) | 9.5 |
Descriptive statistics
| Standard deviation | 17.46293594 |
|---|---|
| Coefficient of variation (CV) | 1.738588419 |
| Kurtosis | 3.93678486 |
| Mean | 10.04431857 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 2.154046078 |
| Sum | 117920.3 |
| Variance | 304.9541316 |
| Value | Count | Frequency (%) | |
| 0.2 | 1619 | 8.2% | |
| 0.5 | 1184 | 6.0% | |
| 0.7 | 892 | 4.5% | |
| 0.1 | 727 | 3.7% | |
| 1 | 402 | 2.0% | |
| 2 | 372 | 1.9% | |
| 1.3 | 304 | 1.5% | |
| 1.5 | 297 | 1.5% | |
| 2.5 | 292 | 1.5% | |
| 5.7 | 285 | 1.4% | |
| 3.4 | 220 | 1.1% | |
| 1.1 | 150 | 0.8% | |
| 1.2 | 147 | 0.7% | |
| 15 | 147 | 0.7% | |
| 10 | 147 | 0.7% | |
| 21.2 | 146 | 0.7% | |
| 2.2 | 146 | 0.7% | |
| 4.2 | 144 | 0.7% | |
| 3.6 | 142 | 0.7% | |
| 4 | 142 | 0.7% | |
| 1.8 | 138 | 0.7% | |
| 5 | 138 | 0.7% | |
| 1.6 | 138 | 0.7% | |
| 1.4 | 135 | 0.7% | |
| 18.9 | 109 | 0.6% | |
| Other values (48) | 3177 | 16.1% | |
| (Missing) | 7968 | 40.4% |
| Value | Count | Frequency (%) | |
| 0.1 | 727 | 3.7% | |
| 0.2 | 1619 | 8.2% | |
| 0.5 | 1184 | 6.0% | |
| 0.6 | 80 | 0.4% | |
| 0.7 | 892 | 4.5% | |
| 1 | 402 | 2.0% | |
| 1.1 | 150 | 0.8% | |
| 1.2 | 147 | 0.7% | |
| 1.3 | 304 | 1.5% | |
| 1.4 | 135 | 0.7% |
| Value | Count | Frequency (%) | |
| 77.6 | 66 | 0.3% | |
| 77.1 | 74 | 0.4% | |
| 71.7 | 55 | 0.3% | |
| 71.4 | 53 | 0.3% | |
| 67.1 | 60 | 0.3% | |
| 62.9 | 64 | 0.3% | |
| 59.6 | 11 | 0.1% | |
| 57.5 | 68 | 0.3% | |
| 56 | 72 | 0.4% | |
| 52.2 | 55 | 0.3% |
| Distinct count | 186 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 1841 |
| Missing (%) | 9.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 244.8728072424022 |
|---|---|
| Minimum | 79.37 |
| Maximum | 724.4169999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 79.37 |
|---|---|
| 5-th percentile | 99.403 |
| Q1 | 145.183 |
| median | 233.07 |
| Q3 | 311.11 |
| 95-th percentile | 464.7673 |
| Maximum | 724.417 |
| Range | 645.047 |
| Interquartile range (IQR) | 165.927 |
Descriptive statistics
| Standard deviation | 119.1113995 |
|---|---|
| Coefficient of variation (CV) | 0.4864215052 |
| Kurtosis | 0.8027486749 |
| Mean | 244.8728072 |
| Median Absolute Deviation (MAD) | 81.981 |
| Skewness | 0.9410575798 |
| Sum | 4375142.447 |
| Variance | 14187.52549 |
| Value | Count | Frequency (%) | |
| 233.07 | 147 | 0.7% | |
| 79.37 | 147 | 0.7% | |
| 151.089 | 147 | 0.7% | |
| 177.961 | 147 | 0.7% | |
| 133.982 | 147 | 0.7% | |
| 114.767 | 147 | 0.7% | |
| 253.782 | 147 | 0.7% | |
| 260.942 | 147 | 0.7% | |
| 113.151 | 147 | 0.7% | |
| 93.32 | 147 | 0.7% | |
| 114.898 | 147 | 0.7% | |
| 92.243 | 147 | 0.7% | |
| 443.129 | 147 | 0.7% | |
| 245.465 | 147 | 0.7% | |
| 109.361 | 147 | 0.7% | |
| 114.316 | 147 | 0.7% | |
| 107.791 | 147 | 0.7% | |
| 86.06 | 147 | 0.7% | |
| 261.899 | 147 | 0.7% | |
| 152.783 | 147 | 0.7% | |
| 342.989 | 147 | 0.7% | |
| 153.507 | 147 | 0.7% | |
| 260.797 | 147 | 0.7% | |
| 122.137 | 147 | 0.7% | |
| 227.485 | 147 | 0.7% | |
| Other values (161) | 14192 | 72.0% | |
| (Missing) | 1841 | 9.3% |
| Value | Count | Frequency (%) | |
| 79.37 | 147 | 0.7% | |
| 85.755 | 83 | 0.4% | |
| 85.998 | 147 | 0.7% | |
| 86.06 | 147 | 0.7% | |
| 92.243 | 147 | 0.7% | |
| 93.32 | 147 | 0.7% | |
| 99.403 | 146 | 0.7% | |
| 99.739 | 147 | 0.7% | |
| 103.957 | 146 | 0.7% | |
| 105.599 | 147 | 0.7% |
| Value | Count | Frequency (%) | |
| 724.417 | 71 | 0.4% | |
| 597.029 | 137 | 0.7% | |
| 561.494 | 66 | 0.3% | |
| 559.812 | 140 | 0.7% | |
| 539.849 | 73 | 0.4% | |
| 525.432 | 143 | 0.7% | |
| 496.218 | 144 | 0.7% | |
| 495.003 | 46 | 0.2% | |
| 466.792 | 74 | 0.4% | |
| 460.043 | 71 | 0.4% |
| Distinct count | 141 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 1191 |
| Missing (%) | 6.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.006755953988227 |
|---|---|
| Minimum | 0.99 |
| Maximum | 23.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0.99 |
|---|---|
| 5-th percentile | 2.42 |
| Q1 | 5.31 |
| median | 7.11 |
| Q3 | 10.08 |
| 95-th percentile | 16.52 |
| Maximum | 23.36 |
| Range | 22.37 |
| Interquartile range (IQR) | 4.77 |
Descriptive statistics
| Standard deviation | 4.021435775 |
|---|---|
| Coefficient of variation (CV) | 0.5022553201 |
| Kurtosis | 1.497158382 |
| Mean | 8.006755954 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 1.135570681 |
| Sum | 148261.1 |
| Variance | 16.17194569 |
| Value | Count | Frequency (%) | |
| 2.42 | 937 | 4.8% | |
| 7.11 | 662 | 3.4% | |
| 10.08 | 449 | 2.3% | |
| 3.94 | 407 | 2.1% | |
| 11.62 | 398 | 2.0% | |
| 5.31 | 294 | 1.5% | |
| 5.59 | 294 | 1.5% | |
| 9.74 | 292 | 1.5% | |
| 16.52 | 289 | 1.5% | |
| 9.59 | 284 | 1.4% | |
| 6.05 | 258 | 1.3% | |
| 8.83 | 225 | 1.1% | |
| 5.72 | 224 | 1.1% | |
| 4.28 | 219 | 1.1% | |
| 7.2 | 218 | 1.1% | |
| 6.1 | 212 | 1.1% | |
| 4 | 200 | 1.0% | |
| 8.33 | 188 | 1.0% | |
| 8.27 | 152 | 0.8% | |
| 6.18 | 147 | 0.7% | |
| 7.26 | 147 | 0.7% | |
| 13.06 | 147 | 0.7% | |
| 8.11 | 147 | 0.7% | |
| 16.74 | 147 | 0.7% | |
| 6 | 147 | 0.7% | |
| Other values (116) | 11433 | 58.0% | |
| (Missing) | 1191 | 6.0% |
| Value | Count | Frequency (%) | |
| 0.99 | 70 | 0.4% | |
| 1.82 | 66 | 0.3% | |
| 1.91 | 69 | 0.4% | |
| 2.16 | 67 | 0.3% | |
| 2.42 | 937 | 4.8% | |
| 2.5 | 65 | 0.3% | |
| 2.92 | 81 | 0.4% | |
| 3.28 | 146 | 0.7% | |
| 3.3 | 64 | 0.3% | |
| 3.67 | 147 | 0.7% |
| Value | Count | Frequency (%) | |
| 23.36 | 66 | 0.3% | |
| 22.63 | 68 | 0.3% | |
| 22.02 | 67 | 0.3% | |
| 21.52 | 68 | 0.3% | |
| 17.72 | 81 | 0.4% | |
| 17.65 | 66 | 0.3% | |
| 17.31 | 143 | 0.7% | |
| 17.26 | 141 | 0.7% | |
| 17.11 | 63 | 0.3% | |
| 16.74 | 147 | 0.7% |
| Distinct count | 107 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 5121 |
| Missing (%) | 26.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.344731473229588 |
|---|---|
| Minimum | 0.1 |
| Maximum | 44.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 1.9 |
| median | 7.1 |
| Q3 | 20 |
| 95-th percentile | 30.2 |
| Maximum | 44 |
| Range | 43.9 |
| Interquartile range (IQR) | 18.1 |
Descriptive statistics
| Standard deviation | 10.57444268 |
|---|---|
| Coefficient of variation (CV) | 0.9321016288 |
| Kurtosis | -0.5787680828 |
| Mean | 11.34473147 |
| Median Absolute Deviation (MAD) | 6.2 |
| Skewness | 0.7576961846 |
| Sum | 165485.598 |
| Variance | 111.8188381 |
| Value | Count | Frequency (%) | |
| 1.9 | 502 | 2.5% | |
| 2 | 429 | 2.2% | |
| 0.8 | 399 | 2.0% | |
| 1 | 377 | 1.9% | |
| 0.3 | 351 | 1.8% | |
| 2.8 | 282 | 1.4% | |
| 30.1 | 224 | 1.1% | |
| 19.6 | 222 | 1.1% | |
| 1.2 | 222 | 1.1% | |
| 20.9 | 220 | 1.1% | |
| 5.3 | 218 | 1.1% | |
| 1.7 | 211 | 1.1% | |
| 0.7 | 211 | 1.1% | |
| 0.2 | 208 | 1.1% | |
| 1.5 | 208 | 1.1% | |
| 0.6 | 206 | 1.0% | |
| 1.6 | 201 | 1.0% | |
| 0.4 | 169 | 0.9% | |
| 4.7 | 154 | 0.8% | |
| 7.1 | 150 | 0.8% | |
| 30.5 | 147 | 0.7% | |
| 34.3 | 147 | 0.7% | |
| 20 | 147 | 0.7% | |
| 24.5 | 147 | 0.7% | |
| 28.2 | 147 | 0.7% | |
| Other values (82) | 8688 | 44.1% | |
| (Missing) | 5121 | 26.0% |
| Value | Count | Frequency (%) | |
| 0.1 | 66 | 0.3% | |
| 0.2 | 208 | 1.1% | |
| 0.3 | 351 | 1.8% | |
| 0.4 | 169 | 0.9% | |
| 0.5 | 141 | 0.7% | |
| 0.6 | 206 | 1.0% | |
| 0.7 | 211 | 1.1% | |
| 0.8 | 399 | 2.0% | |
| 0.9 | 73 | 0.4% | |
| 1 | 377 | 1.9% |
| Value | Count | Frequency (%) | |
| 44 | 69 | 0.4% | |
| 37.7 | 90 | 0.5% | |
| 35.3 | 147 | 0.7% | |
| 34.3 | 147 | 0.7% | |
| 34.2 | 82 | 0.4% | |
| 30.5 | 147 | 0.7% | |
| 30.2 | 74 | 0.4% | |
| 30.1 | 224 | 1.1% | |
| 29 | 73 | 0.4% | |
| 28.4 | 147 | 0.7% |
| Distinct count | 122 |
|---|---|
| Unique (%) | 0.8% |
| Missing | 5277 |
| Missing (%) | 26.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.63875303166793 |
|---|---|
| Minimum | 7.7 |
| Maximum | 78.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 7.7 |
|---|---|
| 5-th percentile | 14.2 |
| Q1 | 21.4 |
| median | 31.4 |
| Q3 | 40.8 |
| 95-th percentile | 53.3 |
| Maximum | 78.1 |
| Range | 70.4 |
| Interquartile range (IQR) | 19.4 |
Descriptive statistics
| Standard deviation | 13.19447814 |
|---|---|
| Coefficient of variation (CV) | 0.4042580343 |
| Kurtosis | 0.413915282 |
| Mean | 32.63875303 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | 0.5605505218 |
| Sum | 471009.845 |
| Variance | 174.0942535 |
| Value | Count | Frequency (%) | |
| 24.7 | 339 | 1.7% | |
| 31.4 | 293 | 1.5% | |
| 16.5 | 285 | 1.4% | |
| 33.7 | 285 | 1.4% | |
| 16.6 | 232 | 1.2% | |
| 33.1 | 231 | 1.2% | |
| 30.9 | 223 | 1.1% | |
| 37.8 | 220 | 1.1% | |
| 18.8 | 215 | 1.1% | |
| 12.3 | 212 | 1.1% | |
| 40.7 | 210 | 1.1% | |
| 34.8 | 150 | 0.8% | |
| 20.4 | 150 | 0.8% | |
| 40.9 | 147 | 0.7% | |
| 21.4 | 147 | 0.7% | |
| 42.4 | 147 | 0.7% | |
| 17.9 | 147 | 0.7% | |
| 18.9 | 147 | 0.7% | |
| 20.7 | 147 | 0.7% | |
| 45.9 | 147 | 0.7% | |
| 39.3 | 147 | 0.7% | |
| 28.3 | 147 | 0.7% | |
| 15.2 | 147 | 0.7% | |
| 38 | 147 | 0.7% | |
| 58.3 | 147 | 0.7% | |
| Other values (97) | 9622 | 48.8% | |
| (Missing) | 5277 | 26.8% |
| Value | Count | Frequency (%) | |
| 7.7 | 73 | 0.4% | |
| 8.5 | 73 | 0.4% | |
| 9.9 | 78 | 0.4% | |
| 10.8 | 136 | 0.7% | |
| 11.4 | 65 | 0.3% | |
| 12.3 | 212 | 1.1% | |
| 13.5 | 82 | 0.4% | |
| 14.2 | 73 | 0.4% | |
| 14.5 | 69 | 0.4% | |
| 15.2 | 147 | 0.7% |
| Value | Count | Frequency (%) | |
| 78.1 | 65 | 0.3% | |
| 76.1 | 140 | 0.7% | |
| 65.8 | 78 | 0.4% | |
| 58.3 | 147 | 0.7% | |
| 55.5 | 144 | 0.7% | |
| 55 | 77 | 0.4% | |
| 53.9 | 11 | 0.1% | |
| 53.3 | 72 | 0.4% | |
| 52.7 | 75 | 0.4% | |
| 52.3 | 71 | 0.4% |
| Distinct count | 92 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 11942 |
| Missing (%) | 60.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.50153734226114 |
|---|---|
| Minimum | 1.188 |
| Maximum | 98.999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 1.188 |
|---|---|
| 5-th percentile | 6.144 |
| Q1 | 24.64 |
| median | 59.607 |
| Q3 | 84.169 |
| 95-th percentile | 95.803 |
| Maximum | 98.999 |
| Range | 97.811 |
| Interquartile range (IQR) | 59.529 |
Descriptive statistics
| Standard deviation | 30.88787076 |
|---|---|
| Coefficient of variation (CV) | 0.5565227963 |
| Kurtosis | -1.348565713 |
| Mean | 55.50153734 |
| Median Absolute Deviation (MAD) | 27.372 |
| Skewness | -0.2722389927 |
| Sum | 431024.939 |
| Variance | 954.0605601 |
| Value | Count | Frequency (%) | |
| 85.847 | 147 | 0.7% | |
| 87.847 | 147 | 0.7% | |
| 47.782 | 147 | 0.7% | |
| 60.13 | 147 | 0.7% | |
| 59.55 | 146 | 0.7% | |
| 94.576 | 145 | 0.7% | |
| 89.827 | 143 | 0.7% | |
| 78.463 | 143 | 0.7% | |
| 80.635 | 142 | 0.7% | |
| 83.741 | 142 | 0.7% | |
| 59.607 | 142 | 0.7% | |
| 97.4 | 141 | 0.7% | |
| 90.67 | 140 | 0.7% | |
| 83.241 | 140 | 0.7% | |
| 64.204 | 140 | 0.7% | |
| 94.043 | 138 | 0.7% | |
| 66.229 | 138 | 0.7% | |
| 55.182 | 138 | 0.7% | |
| 37.746 | 137 | 0.7% | |
| 41.949 | 136 | 0.7% | |
| 43.993 | 109 | 0.6% | |
| 97.719 | 90 | 0.5% | |
| 20.859 | 85 | 0.4% | |
| 34.808 | 83 | 0.4% | |
| 65.386 | 82 | 0.4% | |
| Other values (67) | 4478 | 22.7% | |
| (Missing) | 11942 | 60.6% |
| Value | Count | Frequency (%) | |
| 1.188 | 70 | 0.4% | |
| 2.117 | 11 | 0.1% | |
| 2.735 | 74 | 0.4% | |
| 4.472 | 74 | 0.4% | |
| 4.617 | 72 | 0.4% | |
| 5.818 | 67 | 0.3% | |
| 6.144 | 55 | 0.3% | |
| 6.403 | 60 | 0.3% | |
| 7.876 | 69 | 0.4% | |
| 7.96 | 73 | 0.4% |
| Value | Count | Frequency (%) | |
| 98.999 | 74 | 0.4% | |
| 97.719 | 90 | 0.5% | |
| 97.4 | 141 | 0.7% | |
| 97.164 | 74 | 0.4% | |
| 95.803 | 77 | 0.4% | |
| 94.576 | 145 | 0.7% | |
| 94.043 | 138 | 0.7% | |
| 90.67 | 140 | 0.7% | |
| 90.65 | 68 | 0.3% | |
| 90.083 | 63 | 0.3% |
| Distinct count | 100 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 3205 |
| Missing (%) | 16.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.235829485548082 |
|---|---|
| Minimum | 0.1 |
| Maximum | 13.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 154.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.4 |
| median | 2.6 |
| Q3 | 4.28 |
| 95-th percentile | 8 |
| Maximum | 13.8 |
| Range | 13.7 |
| Interquartile range (IQR) | 2.88 |
Descriptive statistics
| Standard deviation | 2.614641043 |
|---|---|
| Coefficient of variation (CV) | 0.8080280667 |
| Kurtosis | 3.719054885 |
| Mean | 3.235829486 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 1.762025948 |
| Sum | 53400.894 |
| Variance | 6.836347785 |
| Value | Count | Frequency (%) | |
| 1.6 | 577 | 2.9% | |
| 0.8 | 491 | 2.5% | |
| 0.7 | 458 | 2.3% | |
| 1.5 | 415 | 2.1% | |
| 1.3 | 410 | 2.1% | |
| 1.4 | 368 | 1.9% | |
| 0.3 | 358 | 1.8% | |
| 2 | 358 | 1.8% | |
| 3.6 | 357 | 1.8% | |
| 2.6 | 354 | 1.8% | |
| 2.1 | 350 | 1.8% | |
| 2.5 | 294 | 1.5% | |
| 1.9 | 289 | 1.5% | |
| 1.2 | 284 | 1.4% | |
| 2.3 | 284 | 1.4% | |
| 3.8 | 277 | 1.4% | |
| 0.9 | 275 | 1.4% | |
| 0.5 | 272 | 1.4% | |
| 2.9 | 259 | 1.3% | |
| 1.1 | 252 | 1.3% | |
| 1 | 214 | 1.1% | |
| 0.6 | 214 | 1.1% | |
| 1.7 | 213 | 1.1% | |
| 2.2 | 171 | 0.9% | |
| 2.7 | 157 | 0.8% | |
| Other values (75) | 8552 | 43.4% | |
| (Missing) | 3205 | 16.3% |
| Value | Count | Frequency (%) | |
| 0.1 | 61 | 0.3% | |
| 0.2 | 66 | 0.3% | |
| 0.3 | 358 | 1.8% | |
| 0.4 | 74 | 0.4% | |
| 0.5 | 272 | 1.4% | |
| 0.53 | 146 | 0.7% | |
| 0.6 | 214 | 1.1% | |
| 0.7 | 458 | 2.3% | |
| 0.8 | 491 | 2.5% | |
| 0.9 | 275 | 1.4% |
| Value | Count | Frequency (%) | |
| 13.8 | 135 | 0.7% | |
| 13.05 | 147 | 0.7% | |
| 12.27 | 147 | 0.7% | |
| 11 | 147 | 0.7% | |
| 8.8 | 73 | 0.4% | |
| 8.05 | 147 | 0.7% | |
| 8 | 147 | 0.7% | |
| 7.454 | 77 | 0.4% | |
| 7.37 | 147 | 0.7% | |
| 7.02 | 83 | 0.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| iso_code | location | date | total_cases | new_cases | total_deaths | new_deaths | total_cases_per_million | new_cases_per_million | total_deaths_per_million | new_deaths_per_million | total_tests | new_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | tests_units | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cvd_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_100k | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ABW | Aruba | 2020-03-13 | 2 | 2 | 0 | 0 | 18.733 | 18.733 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 1 | ABW | Aruba | 2020-03-20 | 4 | 2 | 0 | 0 | 37.465 | 18.733 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 30.56 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 2 | ABW | Aruba | 2020-03-24 | 12 | 8 | 0 | 0 | 112.395 | 74.930 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 3 | ABW | Aruba | 2020-03-25 | 17 | 5 | 0 | 0 | 159.227 | 46.831 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 4 | ABW | Aruba | 2020-03-26 | 19 | 2 | 0 | 0 | 177.959 | 18.733 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 5 | ABW | Aruba | 2020-03-27 | 28 | 9 | 0 | 0 | 262.256 | 84.296 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 6 | ABW | Aruba | 2020-03-28 | 28 | 0 | 0 | 0 | 262.256 | 0.000 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 41.67 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 7 | ABW | Aruba | 2020-03-29 | 28 | 0 | 0 | 0 | 262.256 | 0.000 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.41 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 8 | ABW | Aruba | 2020-03-30 | 50 | 22 | 0 | 0 | 468.314 | 206.058 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.41 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
| 9 | ABW | Aruba | 2020-04-01 | 55 | 5 | 0 | 0 | 515.145 | 46.831 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 82.41 | 106766.0 | 584.8 | 41.2 | 13.085 | 7.452 | 35973.781 | NaN | NaN | 11.62 | NaN | NaN | NaN | NaN |
Last rows
| iso_code | location | date | total_cases | new_cases | total_deaths | new_deaths | total_cases_per_million | new_cases_per_million | total_deaths_per_million | new_deaths_per_million | total_tests | new_tests | total_tests_per_thousand | new_tests_per_thousand | new_tests_smoothed | new_tests_smoothed_per_thousand | tests_units | stringency_index | population | population_density | median_age | aged_65_older | aged_70_older | gdp_per_capita | extreme_poverty | cvd_death_rate | diabetes_prevalence | female_smokers | male_smokers | handwashing_facilities | hospital_beds_per_100k | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19698 | NaN | International | 2020-02-23 | 634 | 0 | 2 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19699 | NaN | International | 2020-02-24 | 691 | 57 | 3 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19700 | NaN | International | 2020-02-25 | 691 | 0 | 3 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19701 | NaN | International | 2020-02-26 | 691 | 0 | 4 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19702 | NaN | International | 2020-02-27 | 705 | 14 | 4 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19703 | NaN | International | 2020-02-28 | 705 | 0 | 4 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19704 | NaN | International | 2020-02-29 | 705 | 0 | 6 | 2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19705 | NaN | International | 2020-03-01 | 705 | 0 | 6 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19706 | NaN | International | 2020-03-02 | 705 | 0 | 6 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 19707 | NaN | International | 2020-03-10 | 696 | -9 | 7 | 1 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |